| @@ -1,1947 +1,1949 | |||||
| 1 | import os |
|
1 | import os | |
| 2 | import datetime |
|
2 | import datetime | |
| 3 | import numpy |
|
3 | import numpy | |
| 4 |
|
4 | |||
| 5 | from figure import Figure, isRealtime, isTimeInHourRange |
|
5 | from figure import Figure, isRealtime, isTimeInHourRange | |
| 6 | from plotting_codes import * |
|
6 | from plotting_codes import * | |
| 7 |
|
7 | |||
| 8 | class MomentsPlot(Figure): |
|
8 | class MomentsPlot(Figure): | |
| 9 |
|
9 | |||
| 10 | isConfig = None |
|
10 | isConfig = None | |
| 11 | __nsubplots = None |
|
11 | __nsubplots = None | |
| 12 |
|
12 | |||
| 13 | WIDTHPROF = None |
|
13 | WIDTHPROF = None | |
| 14 | HEIGHTPROF = None |
|
14 | HEIGHTPROF = None | |
| 15 | PREFIX = 'prm' |
|
15 | PREFIX = 'prm' | |
| 16 |
|
16 | |||
| 17 | def __init__(self): |
|
17 | def __init__(self): | |
| 18 |
|
18 | |||
| 19 | self.isConfig = False |
|
19 | self.isConfig = False | |
| 20 | self.__nsubplots = 1 |
|
20 | self.__nsubplots = 1 | |
| 21 |
|
21 | |||
| 22 | self.WIDTH = 280 |
|
22 | self.WIDTH = 280 | |
| 23 | self.HEIGHT = 250 |
|
23 | self.HEIGHT = 250 | |
| 24 | self.WIDTHPROF = 120 |
|
24 | self.WIDTHPROF = 120 | |
| 25 | self.HEIGHTPROF = 0 |
|
25 | self.HEIGHTPROF = 0 | |
| 26 | self.counter_imagwr = 0 |
|
26 | self.counter_imagwr = 0 | |
| 27 |
|
27 | |||
| 28 | self.PLOT_CODE = MOMENTS_CODE |
|
28 | self.PLOT_CODE = MOMENTS_CODE | |
| 29 |
|
29 | |||
| 30 | self.FTP_WEI = None |
|
30 | self.FTP_WEI = None | |
| 31 | self.EXP_CODE = None |
|
31 | self.EXP_CODE = None | |
| 32 | self.SUB_EXP_CODE = None |
|
32 | self.SUB_EXP_CODE = None | |
| 33 | self.PLOT_POS = None |
|
33 | self.PLOT_POS = None | |
| 34 |
|
34 | |||
| 35 | def getSubplots(self): |
|
35 | def getSubplots(self): | |
| 36 |
|
36 | |||
| 37 | ncol = int(numpy.sqrt(self.nplots)+0.9) |
|
37 | ncol = int(numpy.sqrt(self.nplots)+0.9) | |
| 38 | nrow = int(self.nplots*1./ncol + 0.9) |
|
38 | nrow = int(self.nplots*1./ncol + 0.9) | |
| 39 |
|
39 | |||
| 40 | return nrow, ncol |
|
40 | return nrow, ncol | |
| 41 |
|
41 | |||
| 42 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
42 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 43 |
|
43 | |||
| 44 | self.__showprofile = showprofile |
|
44 | self.__showprofile = showprofile | |
| 45 | self.nplots = nplots |
|
45 | self.nplots = nplots | |
| 46 |
|
46 | |||
| 47 | ncolspan = 1 |
|
47 | ncolspan = 1 | |
| 48 | colspan = 1 |
|
48 | colspan = 1 | |
| 49 | if showprofile: |
|
49 | if showprofile: | |
| 50 | ncolspan = 3 |
|
50 | ncolspan = 3 | |
| 51 | colspan = 2 |
|
51 | colspan = 2 | |
| 52 | self.__nsubplots = 2 |
|
52 | self.__nsubplots = 2 | |
| 53 |
|
53 | |||
| 54 | self.createFigure(id = id, |
|
54 | self.createFigure(id = id, | |
| 55 | wintitle = wintitle, |
|
55 | wintitle = wintitle, | |
| 56 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
56 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 57 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
57 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 58 | show=show) |
|
58 | show=show) | |
| 59 |
|
59 | |||
| 60 | nrow, ncol = self.getSubplots() |
|
60 | nrow, ncol = self.getSubplots() | |
| 61 |
|
61 | |||
| 62 | counter = 0 |
|
62 | counter = 0 | |
| 63 | for y in range(nrow): |
|
63 | for y in range(nrow): | |
| 64 | for x in range(ncol): |
|
64 | for x in range(ncol): | |
| 65 |
|
65 | |||
| 66 | if counter >= self.nplots: |
|
66 | if counter >= self.nplots: | |
| 67 | break |
|
67 | break | |
| 68 |
|
68 | |||
| 69 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
69 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 70 |
|
70 | |||
| 71 | if showprofile: |
|
71 | if showprofile: | |
| 72 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
72 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 73 |
|
73 | |||
| 74 | counter += 1 |
|
74 | counter += 1 | |
| 75 |
|
75 | |||
| 76 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, |
|
76 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, | |
| 77 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
77 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 78 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
78 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 79 | server=None, folder=None, username=None, password=None, |
|
79 | server=None, folder=None, username=None, password=None, | |
| 80 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): |
|
80 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): | |
| 81 |
|
81 | |||
| 82 | """ |
|
82 | """ | |
| 83 |
|
83 | |||
| 84 | Input: |
|
84 | Input: | |
| 85 | dataOut : |
|
85 | dataOut : | |
| 86 | id : |
|
86 | id : | |
| 87 | wintitle : |
|
87 | wintitle : | |
| 88 | channelList : |
|
88 | channelList : | |
| 89 | showProfile : |
|
89 | showProfile : | |
| 90 | xmin : None, |
|
90 | xmin : None, | |
| 91 | xmax : None, |
|
91 | xmax : None, | |
| 92 | ymin : None, |
|
92 | ymin : None, | |
| 93 | ymax : None, |
|
93 | ymax : None, | |
| 94 | zmin : None, |
|
94 | zmin : None, | |
| 95 | zmax : None |
|
95 | zmax : None | |
| 96 | """ |
|
96 | """ | |
| 97 |
|
97 | |||
| 98 | if dataOut.flagNoData: |
|
98 | if dataOut.flagNoData: | |
| 99 | return None |
|
99 | return None | |
| 100 |
|
100 | |||
| 101 | if realtime: |
|
101 | if realtime: | |
| 102 | if not(isRealtime(utcdatatime = dataOut.utctime)): |
|
102 | if not(isRealtime(utcdatatime = dataOut.utctime)): | |
| 103 | print 'Skipping this plot function' |
|
103 | print 'Skipping this plot function' | |
| 104 | return |
|
104 | return | |
| 105 |
|
105 | |||
| 106 | if channelList == None: |
|
106 | if channelList == None: | |
| 107 | channelIndexList = dataOut.channelIndexList |
|
107 | channelIndexList = dataOut.channelIndexList | |
| 108 | else: |
|
108 | else: | |
| 109 | channelIndexList = [] |
|
109 | channelIndexList = [] | |
| 110 | for channel in channelList: |
|
110 | for channel in channelList: | |
| 111 | if channel not in dataOut.channelList: |
|
111 | if channel not in dataOut.channelList: | |
| 112 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
112 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 113 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
113 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 114 |
|
114 | |||
| 115 | factor = dataOut.normFactor |
|
115 | factor = dataOut.normFactor | |
| 116 | x = dataOut.abscissaList |
|
116 | x = dataOut.abscissaList | |
| 117 | y = dataOut.heightList |
|
117 | y = dataOut.heightList | |
| 118 |
|
118 | |||
| 119 | z = dataOut.data_pre[channelIndexList,:,:]/factor |
|
119 | z = dataOut.data_pre[channelIndexList,:,:]/factor | |
| 120 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
120 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 121 | avg = numpy.average(z, axis=1) |
|
121 | avg = numpy.average(z, axis=1) | |
| 122 | noise = dataOut.noise/factor |
|
122 | noise = dataOut.noise/factor | |
| 123 |
|
123 | |||
| 124 | zdB = 10*numpy.log10(z) |
|
124 | zdB = 10*numpy.log10(z) | |
| 125 | avgdB = 10*numpy.log10(avg) |
|
125 | avgdB = 10*numpy.log10(avg) | |
| 126 | noisedB = 10*numpy.log10(noise) |
|
126 | noisedB = 10*numpy.log10(noise) | |
| 127 |
|
127 | |||
| 128 | #thisDatetime = dataOut.datatime |
|
128 | #thisDatetime = dataOut.datatime | |
| 129 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
129 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 130 | title = wintitle + " Parameters" |
|
130 | title = wintitle + " Parameters" | |
| 131 | xlabel = "Velocity (m/s)" |
|
131 | xlabel = "Velocity (m/s)" | |
| 132 | ylabel = "Range (Km)" |
|
132 | ylabel = "Range (Km)" | |
| 133 |
|
133 | |||
| 134 | update_figfile = False |
|
134 | update_figfile = False | |
| 135 |
|
135 | |||
| 136 | if not self.isConfig: |
|
136 | if not self.isConfig: | |
| 137 |
|
137 | |||
| 138 | nplots = len(channelIndexList) |
|
138 | nplots = len(channelIndexList) | |
| 139 |
|
139 | |||
| 140 | self.setup(id=id, |
|
140 | self.setup(id=id, | |
| 141 | nplots=nplots, |
|
141 | nplots=nplots, | |
| 142 | wintitle=wintitle, |
|
142 | wintitle=wintitle, | |
| 143 | showprofile=showprofile, |
|
143 | showprofile=showprofile, | |
| 144 | show=show) |
|
144 | show=show) | |
| 145 |
|
145 | |||
| 146 | if xmin == None: xmin = numpy.nanmin(x) |
|
146 | if xmin == None: xmin = numpy.nanmin(x) | |
| 147 | if xmax == None: xmax = numpy.nanmax(x) |
|
147 | if xmax == None: xmax = numpy.nanmax(x) | |
| 148 | if ymin == None: ymin = numpy.nanmin(y) |
|
148 | if ymin == None: ymin = numpy.nanmin(y) | |
| 149 | if ymax == None: ymax = numpy.nanmax(y) |
|
149 | if ymax == None: ymax = numpy.nanmax(y) | |
| 150 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 |
|
150 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 | |
| 151 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 |
|
151 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 | |
| 152 |
|
152 | |||
| 153 | self.FTP_WEI = ftp_wei |
|
153 | self.FTP_WEI = ftp_wei | |
| 154 | self.EXP_CODE = exp_code |
|
154 | self.EXP_CODE = exp_code | |
| 155 | self.SUB_EXP_CODE = sub_exp_code |
|
155 | self.SUB_EXP_CODE = sub_exp_code | |
| 156 | self.PLOT_POS = plot_pos |
|
156 | self.PLOT_POS = plot_pos | |
| 157 |
|
157 | |||
| 158 | self.isConfig = True |
|
158 | self.isConfig = True | |
| 159 | update_figfile = True |
|
159 | update_figfile = True | |
| 160 |
|
160 | |||
| 161 | self.setWinTitle(title) |
|
161 | self.setWinTitle(title) | |
| 162 |
|
162 | |||
| 163 | for i in range(self.nplots): |
|
163 | for i in range(self.nplots): | |
| 164 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
164 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 165 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[i], noisedB[i], str_datetime) |
|
165 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[i], noisedB[i], str_datetime) | |
| 166 | axes = self.axesList[i*self.__nsubplots] |
|
166 | axes = self.axesList[i*self.__nsubplots] | |
| 167 | axes.pcolor(x, y, zdB[i,:,:], |
|
167 | axes.pcolor(x, y, zdB[i,:,:], | |
| 168 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
168 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 169 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
169 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 170 | ticksize=9, cblabel='') |
|
170 | ticksize=9, cblabel='') | |
| 171 | #Mean Line |
|
171 | #Mean Line | |
| 172 | mean = dataOut.data_param[i, 1, :] |
|
172 | mean = dataOut.data_param[i, 1, :] | |
| 173 | axes.addpline(mean, y, idline=0, color="black", linestyle="solid", lw=1) |
|
173 | axes.addpline(mean, y, idline=0, color="black", linestyle="solid", lw=1) | |
| 174 |
|
174 | |||
| 175 | if self.__showprofile: |
|
175 | if self.__showprofile: | |
| 176 | axes = self.axesList[i*self.__nsubplots +1] |
|
176 | axes = self.axesList[i*self.__nsubplots +1] | |
| 177 | axes.pline(avgdB[i], y, |
|
177 | axes.pline(avgdB[i], y, | |
| 178 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, |
|
178 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, | |
| 179 | xlabel='dB', ylabel='', title='', |
|
179 | xlabel='dB', ylabel='', title='', | |
| 180 | ytick_visible=False, |
|
180 | ytick_visible=False, | |
| 181 | grid='x') |
|
181 | grid='x') | |
| 182 |
|
182 | |||
| 183 | noiseline = numpy.repeat(noisedB[i], len(y)) |
|
183 | noiseline = numpy.repeat(noisedB[i], len(y)) | |
| 184 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) |
|
184 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) | |
| 185 |
|
185 | |||
| 186 | self.draw() |
|
186 | self.draw() | |
| 187 |
|
187 | |||
| 188 | self.save(figpath=figpath, |
|
188 | self.save(figpath=figpath, | |
| 189 | figfile=figfile, |
|
189 | figfile=figfile, | |
| 190 | save=save, |
|
190 | save=save, | |
| 191 | ftp=ftp, |
|
191 | ftp=ftp, | |
| 192 | wr_period=wr_period, |
|
192 | wr_period=wr_period, | |
| 193 | thisDatetime=thisDatetime) |
|
193 | thisDatetime=thisDatetime) | |
| 194 |
|
194 | |||
| 195 |
|
195 | |||
| 196 |
|
196 | |||
| 197 | class SkyMapPlot(Figure): |
|
197 | class SkyMapPlot(Figure): | |
| 198 |
|
198 | |||
| 199 | __isConfig = None |
|
199 | __isConfig = None | |
| 200 | __nsubplots = None |
|
200 | __nsubplots = None | |
| 201 |
|
201 | |||
| 202 | WIDTHPROF = None |
|
202 | WIDTHPROF = None | |
| 203 | HEIGHTPROF = None |
|
203 | HEIGHTPROF = None | |
| 204 | PREFIX = 'mmap' |
|
204 | PREFIX = 'mmap' | |
| 205 |
|
205 | |||
| 206 | def __init__(self): |
|
206 | def __init__(self): | |
| 207 |
|
207 | |||
| 208 | self.isConfig = False |
|
208 | self.isConfig = False | |
| 209 | self.__nsubplots = 1 |
|
209 | self.__nsubplots = 1 | |
| 210 |
|
210 | |||
| 211 | # self.WIDTH = 280 |
|
211 | # self.WIDTH = 280 | |
| 212 | # self.HEIGHT = 250 |
|
212 | # self.HEIGHT = 250 | |
| 213 | self.WIDTH = 600 |
|
213 | self.WIDTH = 600 | |
| 214 | self.HEIGHT = 600 |
|
214 | self.HEIGHT = 600 | |
| 215 | self.WIDTHPROF = 120 |
|
215 | self.WIDTHPROF = 120 | |
| 216 | self.HEIGHTPROF = 0 |
|
216 | self.HEIGHTPROF = 0 | |
| 217 | self.counter_imagwr = 0 |
|
217 | self.counter_imagwr = 0 | |
| 218 |
|
218 | |||
| 219 | self.PLOT_CODE = MSKYMAP_CODE |
|
219 | self.PLOT_CODE = MSKYMAP_CODE | |
| 220 |
|
220 | |||
| 221 | self.FTP_WEI = None |
|
221 | self.FTP_WEI = None | |
| 222 | self.EXP_CODE = None |
|
222 | self.EXP_CODE = None | |
| 223 | self.SUB_EXP_CODE = None |
|
223 | self.SUB_EXP_CODE = None | |
| 224 | self.PLOT_POS = None |
|
224 | self.PLOT_POS = None | |
| 225 |
|
225 | |||
| 226 | def getSubplots(self): |
|
226 | def getSubplots(self): | |
| 227 |
|
227 | |||
| 228 | ncol = int(numpy.sqrt(self.nplots)+0.9) |
|
228 | ncol = int(numpy.sqrt(self.nplots)+0.9) | |
| 229 | nrow = int(self.nplots*1./ncol + 0.9) |
|
229 | nrow = int(self.nplots*1./ncol + 0.9) | |
| 230 |
|
230 | |||
| 231 | return nrow, ncol |
|
231 | return nrow, ncol | |
| 232 |
|
232 | |||
| 233 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): |
|
233 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): | |
| 234 |
|
234 | |||
| 235 | self.__showprofile = showprofile |
|
235 | self.__showprofile = showprofile | |
| 236 | self.nplots = nplots |
|
236 | self.nplots = nplots | |
| 237 |
|
237 | |||
| 238 | ncolspan = 1 |
|
238 | ncolspan = 1 | |
| 239 | colspan = 1 |
|
239 | colspan = 1 | |
| 240 |
|
240 | |||
| 241 | self.createFigure(id = id, |
|
241 | self.createFigure(id = id, | |
| 242 | wintitle = wintitle, |
|
242 | wintitle = wintitle, | |
| 243 | widthplot = self.WIDTH, #+ self.WIDTHPROF, |
|
243 | widthplot = self.WIDTH, #+ self.WIDTHPROF, | |
| 244 | heightplot = self.HEIGHT,# + self.HEIGHTPROF, |
|
244 | heightplot = self.HEIGHT,# + self.HEIGHTPROF, | |
| 245 | show=show) |
|
245 | show=show) | |
| 246 |
|
246 | |||
| 247 | nrow, ncol = 1,1 |
|
247 | nrow, ncol = 1,1 | |
| 248 | counter = 0 |
|
248 | counter = 0 | |
| 249 | x = 0 |
|
249 | x = 0 | |
| 250 | y = 0 |
|
250 | y = 0 | |
| 251 | self.addAxes(1, 1, 0, 0, 1, 1, True) |
|
251 | self.addAxes(1, 1, 0, 0, 1, 1, True) | |
| 252 |
|
252 | |||
| 253 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, |
|
253 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, | |
| 254 | tmin=0, tmax=24, timerange=None, |
|
254 | tmin=0, tmax=24, timerange=None, | |
| 255 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
255 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 256 | server=None, folder=None, username=None, password=None, |
|
256 | server=None, folder=None, username=None, password=None, | |
| 257 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): |
|
257 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): | |
| 258 |
|
258 | |||
| 259 | """ |
|
259 | """ | |
| 260 |
|
260 | |||
| 261 | Input: |
|
261 | Input: | |
| 262 | dataOut : |
|
262 | dataOut : | |
| 263 | id : |
|
263 | id : | |
| 264 | wintitle : |
|
264 | wintitle : | |
| 265 | channelList : |
|
265 | channelList : | |
| 266 | showProfile : |
|
266 | showProfile : | |
| 267 | xmin : None, |
|
267 | xmin : None, | |
| 268 | xmax : None, |
|
268 | xmax : None, | |
| 269 | ymin : None, |
|
269 | ymin : None, | |
| 270 | ymax : None, |
|
270 | ymax : None, | |
| 271 | zmin : None, |
|
271 | zmin : None, | |
| 272 | zmax : None |
|
272 | zmax : None | |
| 273 | """ |
|
273 | """ | |
| 274 |
|
274 | |||
| 275 | arrayParameters = dataOut.data_param |
|
275 | arrayParameters = dataOut.data_param | |
| 276 | error = arrayParameters[:,-1] |
|
276 | error = arrayParameters[:,-1] | |
| 277 | indValid = numpy.where(error == 0)[0] |
|
277 | indValid = numpy.where(error == 0)[0] | |
| 278 | finalMeteor = arrayParameters[indValid,:] |
|
278 | finalMeteor = arrayParameters[indValid,:] | |
| 279 | finalAzimuth = finalMeteor[:,3] |
|
279 | finalAzimuth = finalMeteor[:,3] | |
| 280 | finalZenith = finalMeteor[:,4] |
|
280 | finalZenith = finalMeteor[:,4] | |
| 281 |
|
281 | |||
| 282 | x = finalAzimuth*numpy.pi/180 |
|
282 | x = finalAzimuth*numpy.pi/180 | |
| 283 | y = finalZenith |
|
283 | y = finalZenith | |
| 284 | x1 = [dataOut.ltctime, dataOut.ltctime] |
|
284 | x1 = [dataOut.ltctime, dataOut.ltctime] | |
| 285 |
|
285 | |||
| 286 | #thisDatetime = dataOut.datatime |
|
286 | #thisDatetime = dataOut.datatime | |
| 287 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
287 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 288 | title = wintitle + " Parameters" |
|
288 | title = wintitle + " Parameters" | |
| 289 | xlabel = "Zonal Zenith Angle (deg) " |
|
289 | xlabel = "Zonal Zenith Angle (deg) " | |
| 290 | ylabel = "Meridional Zenith Angle (deg)" |
|
290 | ylabel = "Meridional Zenith Angle (deg)" | |
| 291 | update_figfile = False |
|
291 | update_figfile = False | |
| 292 |
|
292 | |||
| 293 | if not self.isConfig: |
|
293 | if not self.isConfig: | |
| 294 |
|
294 | |||
| 295 | nplots = 1 |
|
295 | nplots = 1 | |
| 296 |
|
296 | |||
| 297 | self.setup(id=id, |
|
297 | self.setup(id=id, | |
| 298 | nplots=nplots, |
|
298 | nplots=nplots, | |
| 299 | wintitle=wintitle, |
|
299 | wintitle=wintitle, | |
| 300 | showprofile=showprofile, |
|
300 | showprofile=showprofile, | |
| 301 | show=show) |
|
301 | show=show) | |
| 302 |
|
302 | |||
| 303 | if self.xmin is None and self.xmax is None: |
|
303 | if self.xmin is None and self.xmax is None: | |
| 304 | self.xmin, self.xmax = self.getTimeLim(x1, tmin, tmax, timerange) |
|
304 | self.xmin, self.xmax = self.getTimeLim(x1, tmin, tmax, timerange) | |
| 305 |
|
305 | |||
| 306 | if timerange != None: |
|
306 | if timerange != None: | |
| 307 | self.timerange = timerange |
|
307 | self.timerange = timerange | |
| 308 | else: |
|
308 | else: | |
| 309 | self.timerange = self.xmax - self.xmin |
|
309 | self.timerange = self.xmax - self.xmin | |
| 310 |
|
310 | |||
| 311 | self.FTP_WEI = ftp_wei |
|
311 | self.FTP_WEI = ftp_wei | |
| 312 | self.EXP_CODE = exp_code |
|
312 | self.EXP_CODE = exp_code | |
| 313 | self.SUB_EXP_CODE = sub_exp_code |
|
313 | self.SUB_EXP_CODE = sub_exp_code | |
| 314 | self.PLOT_POS = plot_pos |
|
314 | self.PLOT_POS = plot_pos | |
| 315 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
315 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 316 | self.firstdate = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
316 | self.firstdate = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 317 | self.isConfig = True |
|
317 | self.isConfig = True | |
| 318 | update_figfile = True |
|
318 | update_figfile = True | |
| 319 |
|
319 | |||
| 320 | self.setWinTitle(title) |
|
320 | self.setWinTitle(title) | |
| 321 |
|
321 | |||
| 322 | i = 0 |
|
322 | i = 0 | |
| 323 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
323 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 324 |
|
324 | |||
| 325 | axes = self.axesList[i*self.__nsubplots] |
|
325 | axes = self.axesList[i*self.__nsubplots] | |
| 326 | nevents = axes.x_buffer.shape[0] + x.shape[0] |
|
326 | nevents = axes.x_buffer.shape[0] + x.shape[0] | |
| 327 | title = "Meteor Detection Sky Map\n %s - %s \n Number of events: %5.0f\n" %(self.firstdate,str_datetime,nevents) |
|
327 | title = "Meteor Detection Sky Map\n %s - %s \n Number of events: %5.0f\n" %(self.firstdate,str_datetime,nevents) | |
| 328 | axes.polar(x, y, |
|
328 | axes.polar(x, y, | |
| 329 | title=title, xlabel=xlabel, ylabel=ylabel, |
|
329 | title=title, xlabel=xlabel, ylabel=ylabel, | |
| 330 | ticksize=9, cblabel='') |
|
330 | ticksize=9, cblabel='') | |
| 331 |
|
331 | |||
| 332 | self.draw() |
|
332 | self.draw() | |
| 333 |
|
333 | |||
| 334 | self.save(figpath=figpath, |
|
334 | self.save(figpath=figpath, | |
| 335 | figfile=figfile, |
|
335 | figfile=figfile, | |
| 336 | save=save, |
|
336 | save=save, | |
| 337 | ftp=ftp, |
|
337 | ftp=ftp, | |
| 338 | wr_period=wr_period, |
|
338 | wr_period=wr_period, | |
| 339 | thisDatetime=thisDatetime, |
|
339 | thisDatetime=thisDatetime, | |
| 340 | update_figfile=update_figfile) |
|
340 | update_figfile=update_figfile) | |
| 341 |
|
341 | |||
| 342 | if dataOut.ltctime >= self.xmax: |
|
342 | if dataOut.ltctime >= self.xmax: | |
| 343 | self.isConfigmagwr = wr_period |
|
343 | self.isConfigmagwr = wr_period | |
| 344 | self.isConfig = False |
|
344 | self.isConfig = False | |
| 345 | update_figfile = True |
|
345 | update_figfile = True | |
| 346 | axes.__firsttime = True |
|
346 | axes.__firsttime = True | |
| 347 | self.xmin += self.timerange |
|
347 | self.xmin += self.timerange | |
| 348 | self.xmax += self.timerange |
|
348 | self.xmax += self.timerange | |
| 349 |
|
349 | |||
| 350 |
|
350 | |||
| 351 |
|
351 | |||
| 352 |
|
352 | |||
| 353 | class WindProfilerPlot(Figure): |
|
353 | class WindProfilerPlot(Figure): | |
| 354 |
|
354 | |||
| 355 | __isConfig = None |
|
355 | __isConfig = None | |
| 356 | __nsubplots = None |
|
356 | __nsubplots = None | |
| 357 |
|
357 | |||
| 358 | WIDTHPROF = None |
|
358 | WIDTHPROF = None | |
| 359 | HEIGHTPROF = None |
|
359 | HEIGHTPROF = None | |
| 360 | PREFIX = 'wind' |
|
360 | PREFIX = 'wind' | |
| 361 |
|
361 | |||
| 362 | def __init__(self): |
|
362 | def __init__(self): | |
| 363 |
|
363 | |||
| 364 | self.timerange = None |
|
364 | self.timerange = None | |
| 365 | self.isConfig = False |
|
365 | self.isConfig = False | |
| 366 | self.__nsubplots = 1 |
|
366 | self.__nsubplots = 1 | |
| 367 |
|
367 | |||
| 368 | self.WIDTH = 800 |
|
368 | self.WIDTH = 800 | |
| 369 | self.HEIGHT = 300 |
|
369 | self.HEIGHT = 300 | |
| 370 | self.WIDTHPROF = 120 |
|
370 | self.WIDTHPROF = 120 | |
| 371 | self.HEIGHTPROF = 0 |
|
371 | self.HEIGHTPROF = 0 | |
| 372 | self.counter_imagwr = 0 |
|
372 | self.counter_imagwr = 0 | |
| 373 |
|
373 | |||
| 374 | self.PLOT_CODE = WIND_CODE |
|
374 | self.PLOT_CODE = WIND_CODE | |
| 375 |
|
375 | |||
| 376 | self.FTP_WEI = None |
|
376 | self.FTP_WEI = None | |
| 377 | self.EXP_CODE = None |
|
377 | self.EXP_CODE = None | |
| 378 | self.SUB_EXP_CODE = None |
|
378 | self.SUB_EXP_CODE = None | |
| 379 | self.PLOT_POS = None |
|
379 | self.PLOT_POS = None | |
| 380 | self.tmin = None |
|
380 | self.tmin = None | |
| 381 | self.tmax = None |
|
381 | self.tmax = None | |
| 382 |
|
382 | |||
| 383 | self.xmin = None |
|
383 | self.xmin = None | |
| 384 | self.xmax = None |
|
384 | self.xmax = None | |
| 385 |
|
385 | |||
| 386 | self.figfile = None |
|
386 | self.figfile = None | |
| 387 |
|
387 | |||
| 388 | def getSubplots(self): |
|
388 | def getSubplots(self): | |
| 389 |
|
389 | |||
| 390 | ncol = 1 |
|
390 | ncol = 1 | |
| 391 | nrow = self.nplots |
|
391 | nrow = self.nplots | |
| 392 |
|
392 | |||
| 393 | return nrow, ncol |
|
393 | return nrow, ncol | |
| 394 |
|
394 | |||
| 395 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
395 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 396 |
|
396 | |||
| 397 | self.__showprofile = showprofile |
|
397 | self.__showprofile = showprofile | |
| 398 | self.nplots = nplots |
|
398 | self.nplots = nplots | |
| 399 |
|
399 | |||
| 400 | ncolspan = 1 |
|
400 | ncolspan = 1 | |
| 401 | colspan = 1 |
|
401 | colspan = 1 | |
| 402 |
|
402 | |||
| 403 | self.createFigure(id = id, |
|
403 | self.createFigure(id = id, | |
| 404 | wintitle = wintitle, |
|
404 | wintitle = wintitle, | |
| 405 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
405 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 406 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
406 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 407 | show=show) |
|
407 | show=show) | |
| 408 |
|
408 | |||
| 409 | nrow, ncol = self.getSubplots() |
|
409 | nrow, ncol = self.getSubplots() | |
| 410 |
|
410 | |||
| 411 | counter = 0 |
|
411 | counter = 0 | |
| 412 | for y in range(nrow): |
|
412 | for y in range(nrow): | |
| 413 | if counter >= self.nplots: |
|
413 | if counter >= self.nplots: | |
| 414 | break |
|
414 | break | |
| 415 |
|
415 | |||
| 416 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) |
|
416 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) | |
| 417 | counter += 1 |
|
417 | counter += 1 | |
| 418 |
|
418 | |||
| 419 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='False', |
|
419 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='False', | |
| 420 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
420 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 421 | zmax_ver = None, zmin_ver = None, SNRmin = None, SNRmax = None, |
|
421 | zmax_ver = None, zmin_ver = None, SNRmin = None, SNRmax = None, | |
| 422 | timerange=None, SNRthresh = None, |
|
422 | timerange=None, SNRthresh = None, | |
| 423 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
423 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 424 | server=None, folder=None, username=None, password=None, |
|
424 | server=None, folder=None, username=None, password=None, | |
| 425 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
425 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 426 | """ |
|
426 | """ | |
| 427 |
|
427 | |||
| 428 | Input: |
|
428 | Input: | |
| 429 | dataOut : |
|
429 | dataOut : | |
| 430 | id : |
|
430 | id : | |
| 431 | wintitle : |
|
431 | wintitle : | |
| 432 | channelList : |
|
432 | channelList : | |
| 433 | showProfile : |
|
433 | showProfile : | |
| 434 | xmin : None, |
|
434 | xmin : None, | |
| 435 | xmax : None, |
|
435 | xmax : None, | |
| 436 | ymin : None, |
|
436 | ymin : None, | |
| 437 | ymax : None, |
|
437 | ymax : None, | |
| 438 | zmin : None, |
|
438 | zmin : None, | |
| 439 | zmax : None |
|
439 | zmax : None | |
| 440 | """ |
|
440 | """ | |
| 441 |
|
441 | |||
| 442 | # if timerange is not None: |
|
442 | # if timerange is not None: | |
| 443 | # self.timerange = timerange |
|
443 | # self.timerange = timerange | |
| 444 | # |
|
444 | # | |
| 445 | # tmin = None |
|
445 | # tmin = None | |
| 446 | # tmax = None |
|
446 | # tmax = None | |
| 447 |
|
447 | |||
| 448 | x = dataOut.getTimeRange1(dataOut.outputInterval) |
|
448 | x = dataOut.getTimeRange1(dataOut.outputInterval) | |
| 449 | # y = dataOut.heightList |
|
449 | # y = dataOut.heightList | |
| 450 | y = dataOut.heightList |
|
450 | y = dataOut.heightList | |
| 451 |
|
451 | |||
| 452 | z = dataOut.data_output.copy() |
|
452 | z = dataOut.data_output.copy() | |
| 453 | nplots = z.shape[0] #Number of wind dimensions estimated |
|
453 | nplots = z.shape[0] #Number of wind dimensions estimated | |
| 454 | nplotsw = nplots |
|
454 | nplotsw = nplots | |
| 455 |
|
455 | |||
| 456 | #If there is a SNR function defined |
|
456 | #If there is a SNR function defined | |
| 457 | if dataOut.data_SNR is not None: |
|
457 | if dataOut.data_SNR is not None: | |
| 458 | nplots += 1 |
|
458 | nplots += 1 | |
| 459 | SNR = dataOut.data_SNR |
|
459 | SNR = dataOut.data_SNR | |
| 460 | SNRavg = numpy.average(SNR, axis=0) |
|
460 | SNRavg = numpy.average(SNR, axis=0) | |
| 461 |
|
461 | |||
| 462 | SNRdB = 10*numpy.log10(SNR) |
|
462 | SNRdB = 10*numpy.log10(SNR) | |
| 463 | SNRavgdB = 10*numpy.log10(SNRavg) |
|
463 | SNRavgdB = 10*numpy.log10(SNRavg) | |
| 464 |
|
464 | |||
| 465 | if SNRthresh == None: SNRthresh = -5.0 |
|
465 | if SNRthresh == None: SNRthresh = -5.0 | |
| 466 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] |
|
466 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] | |
| 467 |
|
467 | |||
| 468 | for i in range(nplotsw): |
|
468 | for i in range(nplotsw): | |
| 469 | z[i,ind] = numpy.nan |
|
469 | z[i,ind] = numpy.nan | |
| 470 |
|
470 | |||
| 471 |
|
471 | |||
| 472 | # showprofile = False |
|
472 | # showprofile = False | |
| 473 | # thisDatetime = dataOut.datatime |
|
473 | # thisDatetime = dataOut.datatime | |
| 474 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
474 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 475 | title = wintitle + "Wind" |
|
475 | title = wintitle + "Wind" | |
| 476 | xlabel = "" |
|
476 | xlabel = "" | |
| 477 | ylabel = "Height (km)" |
|
477 | ylabel = "Height (km)" | |
| 478 | update_figfile = False |
|
478 | update_figfile = False | |
| 479 |
|
479 | |||
| 480 | if not self.isConfig: |
|
480 | if not self.isConfig: | |
| 481 |
|
481 | |||
| 482 | self.setup(id=id, |
|
482 | self.setup(id=id, | |
| 483 | nplots=nplots, |
|
483 | nplots=nplots, | |
| 484 | wintitle=wintitle, |
|
484 | wintitle=wintitle, | |
| 485 | showprofile=showprofile, |
|
485 | showprofile=showprofile, | |
| 486 | show=show) |
|
486 | show=show) | |
| 487 |
|
487 | |||
| 488 | if timerange is not None: |
|
488 | if timerange is not None: | |
| 489 | self.timerange = timerange |
|
489 | self.timerange = timerange | |
| 490 |
|
490 | |||
| 491 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
491 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 492 |
|
492 | |||
| 493 | if ymin == None: ymin = numpy.nanmin(y) |
|
493 | if ymin == None: ymin = numpy.nanmin(y) | |
| 494 | if ymax == None: ymax = numpy.nanmax(y) |
|
494 | if ymax == None: ymax = numpy.nanmax(y) | |
| 495 |
|
495 | |||
| 496 | if zmax == None: zmax = numpy.nanmax(abs(z[range(2),:])) |
|
496 | if zmax == None: zmax = numpy.nanmax(abs(z[range(2),:])) | |
| 497 | #if numpy.isnan(zmax): zmax = 50 |
|
497 | #if numpy.isnan(zmax): zmax = 50 | |
| 498 | if zmin == None: zmin = -zmax |
|
498 | if zmin == None: zmin = -zmax | |
| 499 |
|
499 | |||
| 500 | if nplotsw == 3: |
|
500 | if nplotsw == 3: | |
| 501 | if zmax_ver == None: zmax_ver = numpy.nanmax(abs(z[2,:])) |
|
501 | if zmax_ver == None: zmax_ver = numpy.nanmax(abs(z[2,:])) | |
| 502 | if zmin_ver == None: zmin_ver = -zmax_ver |
|
502 | if zmin_ver == None: zmin_ver = -zmax_ver | |
| 503 |
|
503 | |||
| 504 | if dataOut.data_SNR is not None: |
|
504 | if dataOut.data_SNR is not None: | |
| 505 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) |
|
505 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) | |
| 506 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) |
|
506 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) | |
| 507 |
|
507 | |||
| 508 |
|
508 | |||
| 509 | self.FTP_WEI = ftp_wei |
|
509 | self.FTP_WEI = ftp_wei | |
| 510 | self.EXP_CODE = exp_code |
|
510 | self.EXP_CODE = exp_code | |
| 511 | self.SUB_EXP_CODE = sub_exp_code |
|
511 | self.SUB_EXP_CODE = sub_exp_code | |
| 512 | self.PLOT_POS = plot_pos |
|
512 | self.PLOT_POS = plot_pos | |
| 513 |
|
513 | |||
| 514 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
514 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 515 | self.isConfig = True |
|
515 | self.isConfig = True | |
| 516 | self.figfile = figfile |
|
516 | self.figfile = figfile | |
| 517 | update_figfile = True |
|
517 | update_figfile = True | |
| 518 |
|
518 | |||
| 519 | self.setWinTitle(title) |
|
519 | self.setWinTitle(title) | |
| 520 |
|
520 | |||
| 521 | if ((self.xmax - x[1]) < (x[1]-x[0])): |
|
521 | if ((self.xmax - x[1]) < (x[1]-x[0])): | |
| 522 | x[1] = self.xmax |
|
522 | x[1] = self.xmax | |
| 523 |
|
523 | |||
| 524 | strWind = ['Zonal', 'Meridional', 'Vertical'] |
|
524 | strWind = ['Zonal', 'Meridional', 'Vertical'] | |
| 525 | strCb = ['Velocity (m/s)','Velocity (m/s)','Velocity (cm/s)'] |
|
525 | strCb = ['Velocity (m/s)','Velocity (m/s)','Velocity (cm/s)'] | |
| 526 | zmaxVector = [zmax, zmax, zmax_ver] |
|
526 | zmaxVector = [zmax, zmax, zmax_ver] | |
| 527 | zminVector = [zmin, zmin, zmin_ver] |
|
527 | zminVector = [zmin, zmin, zmin_ver] | |
| 528 | windFactor = [1,1,100] |
|
528 | windFactor = [1,1,100] | |
| 529 |
|
529 | |||
| 530 | for i in range(nplotsw): |
|
530 | for i in range(nplotsw): | |
| 531 |
|
531 | |||
| 532 | title = "%s Wind: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
532 | title = "%s Wind: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 533 | axes = self.axesList[i*self.__nsubplots] |
|
533 | axes = self.axesList[i*self.__nsubplots] | |
| 534 |
|
534 | |||
| 535 | z1 = z[i,:].reshape((1,-1))*windFactor[i] |
|
535 | z1 = z[i,:].reshape((1,-1))*windFactor[i] | |
| 536 |
|
536 | |||
| 537 | axes.pcolorbuffer(x, y, z1, |
|
537 | axes.pcolorbuffer(x, y, z1, | |
| 538 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], |
|
538 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], | |
| 539 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
539 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 540 | ticksize=9, cblabel=strCb[i], cbsize="1%", colormap="RdBu_r" ) |
|
540 | ticksize=9, cblabel=strCb[i], cbsize="1%", colormap="RdBu_r" ) | |
| 541 |
|
541 | |||
| 542 | if dataOut.data_SNR is not None: |
|
542 | if dataOut.data_SNR is not None: | |
| 543 | i += 1 |
|
543 | i += 1 | |
| 544 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
544 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 545 | axes = self.axesList[i*self.__nsubplots] |
|
545 | axes = self.axesList[i*self.__nsubplots] | |
| 546 |
|
546 | |||
| 547 | SNRavgdB = SNRavgdB.reshape((1,-1)) |
|
547 | SNRavgdB = SNRavgdB.reshape((1,-1)) | |
| 548 |
|
548 | |||
| 549 | axes.pcolorbuffer(x, y, SNRavgdB, |
|
549 | axes.pcolorbuffer(x, y, SNRavgdB, | |
| 550 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
550 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 551 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
551 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 552 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") |
|
552 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") | |
| 553 |
|
553 | |||
| 554 | self.draw() |
|
554 | self.draw() | |
| 555 |
|
555 | |||
| 556 | if dataOut.ltctime >= self.xmax: |
|
|||
| 557 | self.counter_imagwr = wr_period |
|
|||
| 558 | self.isConfig = False |
|
|||
| 559 | update_figfile = True |
|
|||
| 560 |
|
||||
| 561 | self.save(figpath=figpath, |
|
556 | self.save(figpath=figpath, | |
| 562 | figfile=figfile, |
|
557 | figfile=figfile, | |
| 563 | save=save, |
|
558 | save=save, | |
| 564 | ftp=ftp, |
|
559 | ftp=ftp, | |
| 565 | wr_period=wr_period, |
|
560 | wr_period=wr_period, | |
| 566 | thisDatetime=thisDatetime, |
|
561 | thisDatetime=thisDatetime, | |
| 567 | update_figfile=update_figfile) |
|
562 | update_figfile=update_figfile) | |
| 568 |
|
563 | |||
|
|
564 | if dataOut.ltctime + dataOut.outputInterval >= self.xmax: | |||
|
|
565 | self.counter_imagwr = wr_period | |||
|
|
566 | self.isConfig = False | |||
|
|
567 | update_figfile = True | |||
|
|
568 | ||||
|
|
569 | ||||
| 569 | class ParametersPlot(Figure): |
|
570 | class ParametersPlot(Figure): | |
| 570 |
|
571 | |||
| 571 | __isConfig = None |
|
572 | __isConfig = None | |
| 572 | __nsubplots = None |
|
573 | __nsubplots = None | |
| 573 |
|
574 | |||
| 574 | WIDTHPROF = None |
|
575 | WIDTHPROF = None | |
| 575 | HEIGHTPROF = None |
|
576 | HEIGHTPROF = None | |
| 576 | PREFIX = 'param' |
|
577 | PREFIX = 'param' | |
| 577 |
|
578 | |||
| 578 | nplots = None |
|
579 | nplots = None | |
| 579 | nchan = None |
|
580 | nchan = None | |
| 580 |
|
581 | |||
| 581 | def __init__(self): |
|
582 | def __init__(self): | |
| 582 |
|
583 | |||
| 583 | self.timerange = None |
|
584 | self.timerange = None | |
| 584 | self.isConfig = False |
|
585 | self.isConfig = False | |
| 585 | self.__nsubplots = 1 |
|
586 | self.__nsubplots = 1 | |
| 586 |
|
587 | |||
| 587 | self.WIDTH = 800 |
|
588 | self.WIDTH = 800 | |
| 588 | self.HEIGHT = 180 |
|
589 | self.HEIGHT = 180 | |
| 589 | self.WIDTHPROF = 120 |
|
590 | self.WIDTHPROF = 120 | |
| 590 | self.HEIGHTPROF = 0 |
|
591 | self.HEIGHTPROF = 0 | |
| 591 | self.counter_imagwr = 0 |
|
592 | self.counter_imagwr = 0 | |
| 592 |
|
593 | |||
| 593 | self.PLOT_CODE = RTI_CODE |
|
594 | self.PLOT_CODE = RTI_CODE | |
| 594 |
|
595 | |||
| 595 | self.FTP_WEI = None |
|
596 | self.FTP_WEI = None | |
| 596 | self.EXP_CODE = None |
|
597 | self.EXP_CODE = None | |
| 597 | self.SUB_EXP_CODE = None |
|
598 | self.SUB_EXP_CODE = None | |
| 598 | self.PLOT_POS = None |
|
599 | self.PLOT_POS = None | |
| 599 | self.tmin = None |
|
600 | self.tmin = None | |
| 600 | self.tmax = None |
|
601 | self.tmax = None | |
| 601 |
|
602 | |||
| 602 | self.xmin = None |
|
603 | self.xmin = None | |
| 603 | self.xmax = None |
|
604 | self.xmax = None | |
| 604 |
|
605 | |||
| 605 | self.figfile = None |
|
606 | self.figfile = None | |
| 606 |
|
607 | |||
| 607 | def getSubplots(self): |
|
608 | def getSubplots(self): | |
| 608 |
|
609 | |||
| 609 | ncol = 1 |
|
610 | ncol = 1 | |
| 610 | nrow = self.nplots |
|
611 | nrow = self.nplots | |
| 611 |
|
612 | |||
| 612 | return nrow, ncol |
|
613 | return nrow, ncol | |
| 613 |
|
614 | |||
| 614 | def setup(self, id, nplots, wintitle, show=True): |
|
615 | def setup(self, id, nplots, wintitle, show=True): | |
| 615 |
|
616 | |||
| 616 | self.nplots = nplots |
|
617 | self.nplots = nplots | |
| 617 |
|
618 | |||
| 618 | ncolspan = 1 |
|
619 | ncolspan = 1 | |
| 619 | colspan = 1 |
|
620 | colspan = 1 | |
| 620 |
|
621 | |||
| 621 | self.createFigure(id = id, |
|
622 | self.createFigure(id = id, | |
| 622 | wintitle = wintitle, |
|
623 | wintitle = wintitle, | |
| 623 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
624 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 624 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
625 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 625 | show=show) |
|
626 | show=show) | |
| 626 |
|
627 | |||
| 627 | nrow, ncol = self.getSubplots() |
|
628 | nrow, ncol = self.getSubplots() | |
| 628 |
|
629 | |||
| 629 | counter = 0 |
|
630 | counter = 0 | |
| 630 | for y in range(nrow): |
|
631 | for y in range(nrow): | |
| 631 | for x in range(ncol): |
|
632 | for x in range(ncol): | |
| 632 |
|
633 | |||
| 633 | if counter >= self.nplots: |
|
634 | if counter >= self.nplots: | |
| 634 | break |
|
635 | break | |
| 635 |
|
636 | |||
| 636 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
637 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 637 |
|
638 | |||
| 638 | counter += 1 |
|
639 | counter += 1 | |
| 639 |
|
640 | |||
| 640 | def run(self, dataOut, id, wintitle="", channelList=None, paramIndex = 0, colormap=True, |
|
641 | def run(self, dataOut, id, wintitle="", channelList=None, paramIndex = 0, colormap=True, | |
| 641 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, timerange=None, |
|
642 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, timerange=None, | |
| 642 | showSNR=False, SNRthresh = -numpy.inf, SNRmin=None, SNRmax=None, |
|
643 | showSNR=False, SNRthresh = -numpy.inf, SNRmin=None, SNRmax=None, | |
| 643 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
644 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 644 | server=None, folder=None, username=None, password=None, |
|
645 | server=None, folder=None, username=None, password=None, | |
| 645 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
646 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 646 |
|
647 | |||
| 647 | """ |
|
648 | """ | |
| 648 |
|
649 | |||
| 649 | Input: |
|
650 | Input: | |
| 650 | dataOut : |
|
651 | dataOut : | |
| 651 | id : |
|
652 | id : | |
| 652 | wintitle : |
|
653 | wintitle : | |
| 653 | channelList : |
|
654 | channelList : | |
| 654 | showProfile : |
|
655 | showProfile : | |
| 655 | xmin : None, |
|
656 | xmin : None, | |
| 656 | xmax : None, |
|
657 | xmax : None, | |
| 657 | ymin : None, |
|
658 | ymin : None, | |
| 658 | ymax : None, |
|
659 | ymax : None, | |
| 659 | zmin : None, |
|
660 | zmin : None, | |
| 660 | zmax : None |
|
661 | zmax : None | |
| 661 | """ |
|
662 | """ | |
| 662 |
|
663 | |||
| 663 | if colormap: |
|
664 | if colormap: | |
| 664 | colormap="jet" |
|
665 | colormap="jet" | |
| 665 | else: |
|
666 | else: | |
| 666 | colormap="RdBu_r" |
|
667 | colormap="RdBu_r" | |
| 667 |
|
668 | |||
| 668 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): |
|
669 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): | |
| 669 | return |
|
670 | return | |
| 670 |
|
671 | |||
| 671 | if channelList == None: |
|
672 | if channelList == None: | |
| 672 | channelIndexList = range(dataOut.data_param.shape[0]) |
|
673 | channelIndexList = range(dataOut.data_param.shape[0]) | |
| 673 | else: |
|
674 | else: | |
| 674 | channelIndexList = [] |
|
675 | channelIndexList = [] | |
| 675 | for channel in channelList: |
|
676 | for channel in channelList: | |
| 676 | if channel not in dataOut.channelList: |
|
677 | if channel not in dataOut.channelList: | |
| 677 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
678 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 678 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
679 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 679 |
|
680 | |||
| 680 | x = dataOut.getTimeRange1(dataOut.paramInterval) |
|
681 | x = dataOut.getTimeRange1(dataOut.paramInterval) | |
| 681 | y = dataOut.getHeiRange() |
|
682 | y = dataOut.getHeiRange() | |
| 682 |
|
683 | |||
| 683 | if dataOut.data_param.ndim == 3: |
|
684 | if dataOut.data_param.ndim == 3: | |
| 684 | z = dataOut.data_param[channelIndexList,paramIndex,:] |
|
685 | z = dataOut.data_param[channelIndexList,paramIndex,:] | |
| 685 | else: |
|
686 | else: | |
| 686 | z = dataOut.data_param[channelIndexList,:] |
|
687 | z = dataOut.data_param[channelIndexList,:] | |
| 687 |
|
688 | |||
| 688 | if showSNR: |
|
689 | if showSNR: | |
| 689 | #SNR data |
|
690 | #SNR data | |
| 690 | SNRarray = dataOut.data_SNR[channelIndexList,:] |
|
691 | SNRarray = dataOut.data_SNR[channelIndexList,:] | |
| 691 | SNRdB = 10*numpy.log10(SNRarray) |
|
692 | SNRdB = 10*numpy.log10(SNRarray) | |
| 692 | ind = numpy.where(SNRdB < SNRthresh) |
|
693 | ind = numpy.where(SNRdB < SNRthresh) | |
| 693 | z[ind] = numpy.nan |
|
694 | z[ind] = numpy.nan | |
| 694 |
|
695 | |||
| 695 | thisDatetime = dataOut.datatime |
|
696 | thisDatetime = dataOut.datatime | |
| 696 | # thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
697 | # thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 697 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
698 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 698 | xlabel = "" |
|
699 | xlabel = "" | |
| 699 | ylabel = "Range (Km)" |
|
700 | ylabel = "Range (Km)" | |
| 700 |
|
701 | |||
| 701 | update_figfile = False |
|
702 | update_figfile = False | |
| 702 |
|
703 | |||
| 703 | if not self.isConfig: |
|
704 | if not self.isConfig: | |
| 704 |
|
705 | |||
| 705 | nchan = len(channelIndexList) |
|
706 | nchan = len(channelIndexList) | |
| 706 | self.nchan = nchan |
|
707 | self.nchan = nchan | |
| 707 | self.plotFact = 1 |
|
708 | self.plotFact = 1 | |
| 708 | nplots = nchan |
|
709 | nplots = nchan | |
| 709 |
|
710 | |||
| 710 | if showSNR: |
|
711 | if showSNR: | |
| 711 | nplots = nchan*2 |
|
712 | nplots = nchan*2 | |
| 712 | self.plotFact = 2 |
|
713 | self.plotFact = 2 | |
| 713 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) |
|
714 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) | |
| 714 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) |
|
715 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) | |
| 715 |
|
716 | |||
| 716 | self.setup(id=id, |
|
717 | self.setup(id=id, | |
| 717 | nplots=nplots, |
|
718 | nplots=nplots, | |
| 718 | wintitle=wintitle, |
|
719 | wintitle=wintitle, | |
| 719 | show=show) |
|
720 | show=show) | |
| 720 |
|
721 | |||
| 721 | if timerange != None: |
|
722 | if timerange != None: | |
| 722 | self.timerange = timerange |
|
723 | self.timerange = timerange | |
| 723 |
|
724 | |||
| 724 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
725 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 725 |
|
726 | |||
| 726 | if ymin == None: ymin = numpy.nanmin(y) |
|
727 | if ymin == None: ymin = numpy.nanmin(y) | |
| 727 | if ymax == None: ymax = numpy.nanmax(y) |
|
728 | if ymax == None: ymax = numpy.nanmax(y) | |
| 728 | if zmin == None: zmin = numpy.nanmin(z) |
|
729 | if zmin == None: zmin = numpy.nanmin(z) | |
| 729 | if zmax == None: zmax = numpy.nanmax(z) |
|
730 | if zmax == None: zmax = numpy.nanmax(z) | |
| 730 |
|
731 | |||
| 731 | self.FTP_WEI = ftp_wei |
|
732 | self.FTP_WEI = ftp_wei | |
| 732 | self.EXP_CODE = exp_code |
|
733 | self.EXP_CODE = exp_code | |
| 733 | self.SUB_EXP_CODE = sub_exp_code |
|
734 | self.SUB_EXP_CODE = sub_exp_code | |
| 734 | self.PLOT_POS = plot_pos |
|
735 | self.PLOT_POS = plot_pos | |
| 735 |
|
736 | |||
| 736 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
737 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 737 | self.isConfig = True |
|
738 | self.isConfig = True | |
| 738 | self.figfile = figfile |
|
739 | self.figfile = figfile | |
| 739 | update_figfile = True |
|
740 | update_figfile = True | |
| 740 |
|
741 | |||
| 741 | self.setWinTitle(title) |
|
742 | self.setWinTitle(title) | |
| 742 |
|
743 | |||
| 743 | for i in range(self.nchan): |
|
744 | for i in range(self.nchan): | |
| 744 | index = channelIndexList[i] |
|
745 | index = channelIndexList[i] | |
| 745 | title = "Channel %d: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
746 | title = "Channel %d: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 746 | axes = self.axesList[i*self.plotFact] |
|
747 | axes = self.axesList[i*self.plotFact] | |
| 747 | z1 = z[i,:].reshape((1,-1)) |
|
748 | z1 = z[i,:].reshape((1,-1)) | |
| 748 | axes.pcolorbuffer(x, y, z1, |
|
749 | axes.pcolorbuffer(x, y, z1, | |
| 749 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
750 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 750 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
751 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 751 | ticksize=9, cblabel='', cbsize="1%",colormap=colormap) |
|
752 | ticksize=9, cblabel='', cbsize="1%",colormap=colormap) | |
| 752 |
|
753 | |||
| 753 | if showSNR: |
|
754 | if showSNR: | |
| 754 | title = "Channel %d SNR: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
755 | title = "Channel %d SNR: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 755 | axes = self.axesList[i*self.plotFact + 1] |
|
756 | axes = self.axesList[i*self.plotFact + 1] | |
| 756 | SNRdB1 = SNRdB[i,:].reshape((1,-1)) |
|
757 | SNRdB1 = SNRdB[i,:].reshape((1,-1)) | |
| 757 | axes.pcolorbuffer(x, y, SNRdB1, |
|
758 | axes.pcolorbuffer(x, y, SNRdB1, | |
| 758 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
759 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 759 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
760 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 760 | ticksize=9, cblabel='', cbsize="1%",colormap='jet') |
|
761 | ticksize=9, cblabel='', cbsize="1%",colormap='jet') | |
| 761 |
|
762 | |||
| 762 |
|
763 | |||
| 763 | self.draw() |
|
764 | self.draw() | |
| 764 |
|
765 | |||
| 765 | if dataOut.ltctime >= self.xmax: |
|
766 | if dataOut.ltctime >= self.xmax: | |
| 766 | self.counter_imagwr = wr_period |
|
767 | self.counter_imagwr = wr_period | |
| 767 | self.isConfig = False |
|
768 | self.isConfig = False | |
| 768 | update_figfile = True |
|
769 | update_figfile = True | |
| 769 |
|
770 | |||
| 770 | self.save(figpath=figpath, |
|
771 | self.save(figpath=figpath, | |
| 771 | figfile=figfile, |
|
772 | figfile=figfile, | |
| 772 | save=save, |
|
773 | save=save, | |
| 773 | ftp=ftp, |
|
774 | ftp=ftp, | |
| 774 | wr_period=wr_period, |
|
775 | wr_period=wr_period, | |
| 775 | thisDatetime=thisDatetime, |
|
776 | thisDatetime=thisDatetime, | |
| 776 | update_figfile=update_figfile) |
|
777 | update_figfile=update_figfile) | |
| 777 |
|
778 | |||
| 778 |
|
779 | |||
| 779 |
|
780 | |||
| 780 | class Parameters1Plot(Figure): |
|
781 | class Parameters1Plot(Figure): | |
| 781 |
|
782 | |||
| 782 | __isConfig = None |
|
783 | __isConfig = None | |
| 783 | __nsubplots = None |
|
784 | __nsubplots = None | |
| 784 |
|
785 | |||
| 785 | WIDTHPROF = None |
|
786 | WIDTHPROF = None | |
| 786 | HEIGHTPROF = None |
|
787 | HEIGHTPROF = None | |
| 787 | PREFIX = 'prm' |
|
788 | PREFIX = 'prm' | |
| 788 |
|
789 | |||
| 789 | def __init__(self): |
|
790 | def __init__(self): | |
| 790 |
|
791 | |||
| 791 | self.timerange = 2*60*60 |
|
792 | self.timerange = 2*60*60 | |
| 792 | self.isConfig = False |
|
793 | self.isConfig = False | |
| 793 | self.__nsubplots = 1 |
|
794 | self.__nsubplots = 1 | |
| 794 |
|
795 | |||
| 795 | self.WIDTH = 800 |
|
796 | self.WIDTH = 800 | |
| 796 | self.HEIGHT = 150 |
|
797 | self.HEIGHT = 150 | |
| 797 | self.WIDTHPROF = 120 |
|
798 | self.WIDTHPROF = 120 | |
| 798 | self.HEIGHTPROF = 0 |
|
799 | self.HEIGHTPROF = 0 | |
| 799 | self.counter_imagwr = 0 |
|
800 | self.counter_imagwr = 0 | |
| 800 |
|
801 | |||
| 801 | self.PLOT_CODE = PARMS_CODE |
|
802 | self.PLOT_CODE = PARMS_CODE | |
| 802 |
|
803 | |||
| 803 | self.FTP_WEI = None |
|
804 | self.FTP_WEI = None | |
| 804 | self.EXP_CODE = None |
|
805 | self.EXP_CODE = None | |
| 805 | self.SUB_EXP_CODE = None |
|
806 | self.SUB_EXP_CODE = None | |
| 806 | self.PLOT_POS = None |
|
807 | self.PLOT_POS = None | |
| 807 | self.tmin = None |
|
808 | self.tmin = None | |
| 808 | self.tmax = None |
|
809 | self.tmax = None | |
| 809 |
|
810 | |||
| 810 | self.xmin = None |
|
811 | self.xmin = None | |
| 811 | self.xmax = None |
|
812 | self.xmax = None | |
| 812 |
|
813 | |||
| 813 | self.figfile = None |
|
814 | self.figfile = None | |
| 814 |
|
815 | |||
| 815 | def getSubplots(self): |
|
816 | def getSubplots(self): | |
| 816 |
|
817 | |||
| 817 | ncol = 1 |
|
818 | ncol = 1 | |
| 818 | nrow = self.nplots |
|
819 | nrow = self.nplots | |
| 819 |
|
820 | |||
| 820 | return nrow, ncol |
|
821 | return nrow, ncol | |
| 821 |
|
822 | |||
| 822 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
823 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 823 |
|
824 | |||
| 824 | self.__showprofile = showprofile |
|
825 | self.__showprofile = showprofile | |
| 825 | self.nplots = nplots |
|
826 | self.nplots = nplots | |
| 826 |
|
827 | |||
| 827 | ncolspan = 1 |
|
828 | ncolspan = 1 | |
| 828 | colspan = 1 |
|
829 | colspan = 1 | |
| 829 |
|
830 | |||
| 830 | self.createFigure(id = id, |
|
831 | self.createFigure(id = id, | |
| 831 | wintitle = wintitle, |
|
832 | wintitle = wintitle, | |
| 832 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
833 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 833 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
834 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 834 | show=show) |
|
835 | show=show) | |
| 835 |
|
836 | |||
| 836 | nrow, ncol = self.getSubplots() |
|
837 | nrow, ncol = self.getSubplots() | |
| 837 |
|
838 | |||
| 838 | counter = 0 |
|
839 | counter = 0 | |
| 839 | for y in range(nrow): |
|
840 | for y in range(nrow): | |
| 840 | for x in range(ncol): |
|
841 | for x in range(ncol): | |
| 841 |
|
842 | |||
| 842 | if counter >= self.nplots: |
|
843 | if counter >= self.nplots: | |
| 843 | break |
|
844 | break | |
| 844 |
|
845 | |||
| 845 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
846 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 846 |
|
847 | |||
| 847 | if showprofile: |
|
848 | if showprofile: | |
| 848 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
849 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 849 |
|
850 | |||
| 850 | counter += 1 |
|
851 | counter += 1 | |
| 851 |
|
852 | |||
| 852 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, |
|
853 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, | |
| 853 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,timerange=None, |
|
854 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,timerange=None, | |
| 854 | parameterIndex = None, onlyPositive = False, |
|
855 | parameterIndex = None, onlyPositive = False, | |
| 855 | SNRthresh = -numpy.inf, SNR = True, SNRmin = None, SNRmax = None, onlySNR = False, |
|
856 | SNRthresh = -numpy.inf, SNR = True, SNRmin = None, SNRmax = None, onlySNR = False, | |
| 856 | DOP = True, |
|
857 | DOP = True, | |
| 857 | zlabel = "", parameterName = "", parameterObject = "data_param", |
|
858 | zlabel = "", parameterName = "", parameterObject = "data_param", | |
| 858 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
859 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 859 | server=None, folder=None, username=None, password=None, |
|
860 | server=None, folder=None, username=None, password=None, | |
| 860 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
861 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 861 |
|
862 | |||
| 862 | """ |
|
863 | """ | |
| 863 |
|
864 | |||
| 864 | Input: |
|
865 | Input: | |
| 865 | dataOut : |
|
866 | dataOut : | |
| 866 | id : |
|
867 | id : | |
| 867 | wintitle : |
|
868 | wintitle : | |
| 868 | channelList : |
|
869 | channelList : | |
| 869 | showProfile : |
|
870 | showProfile : | |
| 870 | xmin : None, |
|
871 | xmin : None, | |
| 871 | xmax : None, |
|
872 | xmax : None, | |
| 872 | ymin : None, |
|
873 | ymin : None, | |
| 873 | ymax : None, |
|
874 | ymax : None, | |
| 874 | zmin : None, |
|
875 | zmin : None, | |
| 875 | zmax : None |
|
876 | zmax : None | |
| 876 | """ |
|
877 | """ | |
| 877 |
|
878 | |||
| 878 | data_param = getattr(dataOut, parameterObject) |
|
879 | data_param = getattr(dataOut, parameterObject) | |
| 879 |
|
880 | |||
| 880 | if channelList == None: |
|
881 | if channelList == None: | |
| 881 | channelIndexList = numpy.arange(data_param.shape[0]) |
|
882 | channelIndexList = numpy.arange(data_param.shape[0]) | |
| 882 | else: |
|
883 | else: | |
| 883 | channelIndexList = numpy.array(channelList) |
|
884 | channelIndexList = numpy.array(channelList) | |
| 884 |
|
885 | |||
| 885 | nchan = len(channelIndexList) #Number of channels being plotted |
|
886 | nchan = len(channelIndexList) #Number of channels being plotted | |
| 886 |
|
887 | |||
| 887 | if nchan < 1: |
|
888 | if nchan < 1: | |
| 888 | return |
|
889 | return | |
| 889 |
|
890 | |||
| 890 | nGraphsByChannel = 0 |
|
891 | nGraphsByChannel = 0 | |
| 891 |
|
892 | |||
| 892 | if SNR: |
|
893 | if SNR: | |
| 893 | nGraphsByChannel += 1 |
|
894 | nGraphsByChannel += 1 | |
| 894 | if DOP: |
|
895 | if DOP: | |
| 895 | nGraphsByChannel += 1 |
|
896 | nGraphsByChannel += 1 | |
| 896 |
|
897 | |||
| 897 | if nGraphsByChannel < 1: |
|
898 | if nGraphsByChannel < 1: | |
| 898 | return |
|
899 | return | |
| 899 |
|
900 | |||
| 900 | nplots = nGraphsByChannel*nchan |
|
901 | nplots = nGraphsByChannel*nchan | |
| 901 |
|
902 | |||
| 902 | if timerange is not None: |
|
903 | if timerange is not None: | |
| 903 | self.timerange = timerange |
|
904 | self.timerange = timerange | |
| 904 |
|
905 | |||
| 905 | #tmin = None |
|
906 | #tmin = None | |
| 906 | #tmax = None |
|
907 | #tmax = None | |
| 907 | if parameterIndex == None: |
|
908 | if parameterIndex == None: | |
| 908 | parameterIndex = 1 |
|
909 | parameterIndex = 1 | |
| 909 |
|
910 | |||
| 910 | x = dataOut.getTimeRange1(dataOut.paramInterval) |
|
911 | x = dataOut.getTimeRange1(dataOut.paramInterval) | |
| 911 | y = dataOut.heightList |
|
912 | y = dataOut.heightList | |
| 912 | z = data_param[channelIndexList,parameterIndex,:].copy() |
|
913 | z = data_param[channelIndexList,parameterIndex,:].copy() | |
| 913 |
|
914 | |||
| 914 | zRange = dataOut.abscissaList |
|
915 | zRange = dataOut.abscissaList | |
| 915 | # nChannels = z.shape[0] #Number of wind dimensions estimated |
|
916 | # nChannels = z.shape[0] #Number of wind dimensions estimated | |
| 916 | # thisDatetime = dataOut.datatime |
|
917 | # thisDatetime = dataOut.datatime | |
| 917 |
|
918 | |||
| 918 | if dataOut.data_SNR is not None: |
|
919 | if dataOut.data_SNR is not None: | |
| 919 | SNRarray = dataOut.data_SNR[channelIndexList,:] |
|
920 | SNRarray = dataOut.data_SNR[channelIndexList,:] | |
| 920 | SNRdB = 10*numpy.log10(SNRarray) |
|
921 | SNRdB = 10*numpy.log10(SNRarray) | |
| 921 | # SNRavgdB = 10*numpy.log10(SNRavg) |
|
922 | # SNRavgdB = 10*numpy.log10(SNRavg) | |
| 922 | ind = numpy.where(SNRdB < 10**(SNRthresh/10)) |
|
923 | ind = numpy.where(SNRdB < 10**(SNRthresh/10)) | |
| 923 | z[ind] = numpy.nan |
|
924 | z[ind] = numpy.nan | |
| 924 |
|
925 | |||
| 925 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
926 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 926 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
927 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 927 | xlabel = "" |
|
928 | xlabel = "" | |
| 928 | ylabel = "Range (Km)" |
|
929 | ylabel = "Range (Km)" | |
| 929 |
|
930 | |||
| 930 | if (SNR and not onlySNR): nplots = 2*nplots |
|
931 | if (SNR and not onlySNR): nplots = 2*nplots | |
| 931 |
|
932 | |||
| 932 | if onlyPositive: |
|
933 | if onlyPositive: | |
| 933 | colormap = "jet" |
|
934 | colormap = "jet" | |
| 934 | zmin = 0 |
|
935 | zmin = 0 | |
| 935 | else: colormap = "RdBu_r" |
|
936 | else: colormap = "RdBu_r" | |
| 936 |
|
937 | |||
| 937 | if not self.isConfig: |
|
938 | if not self.isConfig: | |
| 938 |
|
939 | |||
| 939 | self.setup(id=id, |
|
940 | self.setup(id=id, | |
| 940 | nplots=nplots, |
|
941 | nplots=nplots, | |
| 941 | wintitle=wintitle, |
|
942 | wintitle=wintitle, | |
| 942 | showprofile=showprofile, |
|
943 | showprofile=showprofile, | |
| 943 | show=show) |
|
944 | show=show) | |
| 944 |
|
945 | |||
| 945 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
946 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 946 |
|
947 | |||
| 947 | if ymin == None: ymin = numpy.nanmin(y) |
|
948 | if ymin == None: ymin = numpy.nanmin(y) | |
| 948 | if ymax == None: ymax = numpy.nanmax(y) |
|
949 | if ymax == None: ymax = numpy.nanmax(y) | |
| 949 | if zmin == None: zmin = numpy.nanmin(zRange) |
|
950 | if zmin == None: zmin = numpy.nanmin(zRange) | |
| 950 | if zmax == None: zmax = numpy.nanmax(zRange) |
|
951 | if zmax == None: zmax = numpy.nanmax(zRange) | |
| 951 |
|
952 | |||
| 952 | if SNR: |
|
953 | if SNR: | |
| 953 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) |
|
954 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) | |
| 954 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) |
|
955 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) | |
| 955 |
|
956 | |||
| 956 | self.FTP_WEI = ftp_wei |
|
957 | self.FTP_WEI = ftp_wei | |
| 957 | self.EXP_CODE = exp_code |
|
958 | self.EXP_CODE = exp_code | |
| 958 | self.SUB_EXP_CODE = sub_exp_code |
|
959 | self.SUB_EXP_CODE = sub_exp_code | |
| 959 | self.PLOT_POS = plot_pos |
|
960 | self.PLOT_POS = plot_pos | |
| 960 |
|
961 | |||
| 961 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
962 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 962 | self.isConfig = True |
|
963 | self.isConfig = True | |
| 963 | self.figfile = figfile |
|
964 | self.figfile = figfile | |
| 964 |
|
965 | |||
| 965 | self.setWinTitle(title) |
|
966 | self.setWinTitle(title) | |
| 966 |
|
967 | |||
| 967 | if ((self.xmax - x[1]) < (x[1]-x[0])): |
|
968 | if ((self.xmax - x[1]) < (x[1]-x[0])): | |
| 968 | x[1] = self.xmax |
|
969 | x[1] = self.xmax | |
| 969 |
|
970 | |||
| 970 | for i in range(nchan): |
|
971 | for i in range(nchan): | |
| 971 |
|
972 | |||
| 972 | if (SNR and not onlySNR): j = 2*i |
|
973 | if (SNR and not onlySNR): j = 2*i | |
| 973 | else: j = i |
|
974 | else: j = i | |
| 974 |
|
975 | |||
| 975 | j = nGraphsByChannel*i |
|
976 | j = nGraphsByChannel*i | |
| 976 |
|
977 | |||
| 977 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
978 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 978 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) |
|
979 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) | |
| 979 |
|
980 | |||
| 980 | if not onlySNR: |
|
981 | if not onlySNR: | |
| 981 | axes = self.axesList[j*self.__nsubplots] |
|
982 | axes = self.axesList[j*self.__nsubplots] | |
| 982 | z1 = z[i,:].reshape((1,-1)) |
|
983 | z1 = z[i,:].reshape((1,-1)) | |
| 983 | axes.pcolorbuffer(x, y, z1, |
|
984 | axes.pcolorbuffer(x, y, z1, | |
| 984 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
985 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 985 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, |
|
986 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, | |
| 986 | ticksize=9, cblabel=zlabel, cbsize="1%") |
|
987 | ticksize=9, cblabel=zlabel, cbsize="1%") | |
| 987 |
|
988 | |||
| 988 | if DOP: |
|
989 | if DOP: | |
| 989 | title = "%s Channel %d: %s" %(parameterName, channelIndexList[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
990 | title = "%s Channel %d: %s" %(parameterName, channelIndexList[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 990 |
|
991 | |||
| 991 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
992 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 992 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) |
|
993 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) | |
| 993 | axes = self.axesList[j] |
|
994 | axes = self.axesList[j] | |
| 994 | z1 = z[i,:].reshape((1,-1)) |
|
995 | z1 = z[i,:].reshape((1,-1)) | |
| 995 | axes.pcolorbuffer(x, y, z1, |
|
996 | axes.pcolorbuffer(x, y, z1, | |
| 996 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
997 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 997 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, |
|
998 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, | |
| 998 | ticksize=9, cblabel=zlabel, cbsize="1%") |
|
999 | ticksize=9, cblabel=zlabel, cbsize="1%") | |
| 999 |
|
1000 | |||
| 1000 | if SNR: |
|
1001 | if SNR: | |
| 1001 | title = "Channel %d Signal Noise Ratio (SNR): %s" %(channelIndexList[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1002 | title = "Channel %d Signal Noise Ratio (SNR): %s" %(channelIndexList[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1002 | axes = self.axesList[(j)*self.__nsubplots] |
|
1003 | axes = self.axesList[(j)*self.__nsubplots] | |
| 1003 | if not onlySNR: |
|
1004 | if not onlySNR: | |
| 1004 | axes = self.axesList[(j + 1)*self.__nsubplots] |
|
1005 | axes = self.axesList[(j + 1)*self.__nsubplots] | |
| 1005 |
|
1006 | |||
| 1006 | axes = self.axesList[(j + nGraphsByChannel-1)] |
|
1007 | axes = self.axesList[(j + nGraphsByChannel-1)] | |
| 1007 |
|
1008 | |||
| 1008 | z1 = SNRdB[i,:].reshape((1,-1)) |
|
1009 | z1 = SNRdB[i,:].reshape((1,-1)) | |
| 1009 | axes.pcolorbuffer(x, y, z1, |
|
1010 | axes.pcolorbuffer(x, y, z1, | |
| 1010 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
1011 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 1011 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap="jet", |
|
1012 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap="jet", | |
| 1012 | ticksize=9, cblabel=zlabel, cbsize="1%") |
|
1013 | ticksize=9, cblabel=zlabel, cbsize="1%") | |
| 1013 |
|
1014 | |||
| 1014 |
|
1015 | |||
| 1015 |
|
1016 | |||
| 1016 | self.draw() |
|
1017 | self.draw() | |
| 1017 |
|
1018 | |||
| 1018 | if x[1] >= self.axesList[0].xmax: |
|
1019 | if x[1] >= self.axesList[0].xmax: | |
| 1019 | self.counter_imagwr = wr_period |
|
1020 | self.counter_imagwr = wr_period | |
| 1020 | self.isConfig = False |
|
1021 | self.isConfig = False | |
| 1021 | self.figfile = None |
|
1022 | self.figfile = None | |
| 1022 |
|
1023 | |||
| 1023 | self.save(figpath=figpath, |
|
1024 | self.save(figpath=figpath, | |
| 1024 | figfile=figfile, |
|
1025 | figfile=figfile, | |
| 1025 | save=save, |
|
1026 | save=save, | |
| 1026 | ftp=ftp, |
|
1027 | ftp=ftp, | |
| 1027 | wr_period=wr_period, |
|
1028 | wr_period=wr_period, | |
| 1028 | thisDatetime=thisDatetime, |
|
1029 | thisDatetime=thisDatetime, | |
| 1029 | update_figfile=False) |
|
1030 | update_figfile=False) | |
| 1030 |
|
1031 | |||
| 1031 | class SpectralFittingPlot(Figure): |
|
1032 | class SpectralFittingPlot(Figure): | |
| 1032 |
|
1033 | |||
| 1033 | __isConfig = None |
|
1034 | __isConfig = None | |
| 1034 | __nsubplots = None |
|
1035 | __nsubplots = None | |
| 1035 |
|
1036 | |||
| 1036 | WIDTHPROF = None |
|
1037 | WIDTHPROF = None | |
| 1037 | HEIGHTPROF = None |
|
1038 | HEIGHTPROF = None | |
| 1038 | PREFIX = 'prm' |
|
1039 | PREFIX = 'prm' | |
| 1039 |
|
1040 | |||
| 1040 |
|
1041 | |||
| 1041 | N = None |
|
1042 | N = None | |
| 1042 | ippSeconds = None |
|
1043 | ippSeconds = None | |
| 1043 |
|
1044 | |||
| 1044 | def __init__(self): |
|
1045 | def __init__(self): | |
| 1045 | self.isConfig = False |
|
1046 | self.isConfig = False | |
| 1046 | self.__nsubplots = 1 |
|
1047 | self.__nsubplots = 1 | |
| 1047 |
|
1048 | |||
| 1048 | self.PLOT_CODE = SPECFIT_CODE |
|
1049 | self.PLOT_CODE = SPECFIT_CODE | |
| 1049 |
|
1050 | |||
| 1050 | self.WIDTH = 450 |
|
1051 | self.WIDTH = 450 | |
| 1051 | self.HEIGHT = 250 |
|
1052 | self.HEIGHT = 250 | |
| 1052 | self.WIDTHPROF = 0 |
|
1053 | self.WIDTHPROF = 0 | |
| 1053 | self.HEIGHTPROF = 0 |
|
1054 | self.HEIGHTPROF = 0 | |
| 1054 |
|
1055 | |||
| 1055 | def getSubplots(self): |
|
1056 | def getSubplots(self): | |
| 1056 |
|
1057 | |||
| 1057 | ncol = int(numpy.sqrt(self.nplots)+0.9) |
|
1058 | ncol = int(numpy.sqrt(self.nplots)+0.9) | |
| 1058 | nrow = int(self.nplots*1./ncol + 0.9) |
|
1059 | nrow = int(self.nplots*1./ncol + 0.9) | |
| 1059 |
|
1060 | |||
| 1060 | return nrow, ncol |
|
1061 | return nrow, ncol | |
| 1061 |
|
1062 | |||
| 1062 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): |
|
1063 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): | |
| 1063 |
|
1064 | |||
| 1064 | showprofile = False |
|
1065 | showprofile = False | |
| 1065 | self.__showprofile = showprofile |
|
1066 | self.__showprofile = showprofile | |
| 1066 | self.nplots = nplots |
|
1067 | self.nplots = nplots | |
| 1067 |
|
1068 | |||
| 1068 | ncolspan = 5 |
|
1069 | ncolspan = 5 | |
| 1069 | colspan = 4 |
|
1070 | colspan = 4 | |
| 1070 | if showprofile: |
|
1071 | if showprofile: | |
| 1071 | ncolspan = 5 |
|
1072 | ncolspan = 5 | |
| 1072 | colspan = 4 |
|
1073 | colspan = 4 | |
| 1073 | self.__nsubplots = 2 |
|
1074 | self.__nsubplots = 2 | |
| 1074 |
|
1075 | |||
| 1075 | self.createFigure(id = id, |
|
1076 | self.createFigure(id = id, | |
| 1076 | wintitle = wintitle, |
|
1077 | wintitle = wintitle, | |
| 1077 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1078 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1078 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1079 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1079 | show=show) |
|
1080 | show=show) | |
| 1080 |
|
1081 | |||
| 1081 | nrow, ncol = self.getSubplots() |
|
1082 | nrow, ncol = self.getSubplots() | |
| 1082 |
|
1083 | |||
| 1083 | counter = 0 |
|
1084 | counter = 0 | |
| 1084 | for y in range(nrow): |
|
1085 | for y in range(nrow): | |
| 1085 | for x in range(ncol): |
|
1086 | for x in range(ncol): | |
| 1086 |
|
1087 | |||
| 1087 | if counter >= self.nplots: |
|
1088 | if counter >= self.nplots: | |
| 1088 | break |
|
1089 | break | |
| 1089 |
|
1090 | |||
| 1090 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
1091 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 1091 |
|
1092 | |||
| 1092 | if showprofile: |
|
1093 | if showprofile: | |
| 1093 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
1094 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 1094 |
|
1095 | |||
| 1095 | counter += 1 |
|
1096 | counter += 1 | |
| 1096 |
|
1097 | |||
| 1097 | def run(self, dataOut, id, cutHeight=None, fit=False, wintitle="", channelList=None, showprofile=True, |
|
1098 | def run(self, dataOut, id, cutHeight=None, fit=False, wintitle="", channelList=None, showprofile=True, | |
| 1098 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
1099 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 1099 | save=False, figpath='./', figfile=None, show=True): |
|
1100 | save=False, figpath='./', figfile=None, show=True): | |
| 1100 |
|
1101 | |||
| 1101 | """ |
|
1102 | """ | |
| 1102 |
|
1103 | |||
| 1103 | Input: |
|
1104 | Input: | |
| 1104 | dataOut : |
|
1105 | dataOut : | |
| 1105 | id : |
|
1106 | id : | |
| 1106 | wintitle : |
|
1107 | wintitle : | |
| 1107 | channelList : |
|
1108 | channelList : | |
| 1108 | showProfile : |
|
1109 | showProfile : | |
| 1109 | xmin : None, |
|
1110 | xmin : None, | |
| 1110 | xmax : None, |
|
1111 | xmax : None, | |
| 1111 | zmin : None, |
|
1112 | zmin : None, | |
| 1112 | zmax : None |
|
1113 | zmax : None | |
| 1113 | """ |
|
1114 | """ | |
| 1114 |
|
1115 | |||
| 1115 | if cutHeight==None: |
|
1116 | if cutHeight==None: | |
| 1116 | h=270 |
|
1117 | h=270 | |
| 1117 | heightindex = numpy.abs(cutHeight - dataOut.heightList).argmin() |
|
1118 | heightindex = numpy.abs(cutHeight - dataOut.heightList).argmin() | |
| 1118 | cutHeight = dataOut.heightList[heightindex] |
|
1119 | cutHeight = dataOut.heightList[heightindex] | |
| 1119 |
|
1120 | |||
| 1120 | factor = dataOut.normFactor |
|
1121 | factor = dataOut.normFactor | |
| 1121 | x = dataOut.abscissaList[:-1] |
|
1122 | x = dataOut.abscissaList[:-1] | |
| 1122 | #y = dataOut.getHeiRange() |
|
1123 | #y = dataOut.getHeiRange() | |
| 1123 |
|
1124 | |||
| 1124 | z = dataOut.data_pre[:,:,heightindex]/factor |
|
1125 | z = dataOut.data_pre[:,:,heightindex]/factor | |
| 1125 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
1126 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 1126 | avg = numpy.average(z, axis=1) |
|
1127 | avg = numpy.average(z, axis=1) | |
| 1127 | listChannels = z.shape[0] |
|
1128 | listChannels = z.shape[0] | |
| 1128 |
|
1129 | |||
| 1129 | #Reconstruct Function |
|
1130 | #Reconstruct Function | |
| 1130 | if fit==True: |
|
1131 | if fit==True: | |
| 1131 | groupArray = dataOut.groupList |
|
1132 | groupArray = dataOut.groupList | |
| 1132 | listChannels = groupArray.reshape((groupArray.size)) |
|
1133 | listChannels = groupArray.reshape((groupArray.size)) | |
| 1133 | listChannels.sort() |
|
1134 | listChannels.sort() | |
| 1134 | spcFitLine = numpy.zeros(z.shape) |
|
1135 | spcFitLine = numpy.zeros(z.shape) | |
| 1135 | constants = dataOut.constants |
|
1136 | constants = dataOut.constants | |
| 1136 |
|
1137 | |||
| 1137 | nGroups = groupArray.shape[0] |
|
1138 | nGroups = groupArray.shape[0] | |
| 1138 | nChannels = groupArray.shape[1] |
|
1139 | nChannels = groupArray.shape[1] | |
| 1139 | nProfiles = z.shape[1] |
|
1140 | nProfiles = z.shape[1] | |
| 1140 |
|
1141 | |||
| 1141 | for f in range(nGroups): |
|
1142 | for f in range(nGroups): | |
| 1142 | groupChann = groupArray[f,:] |
|
1143 | groupChann = groupArray[f,:] | |
| 1143 | p = dataOut.data_param[f,:,heightindex] |
|
1144 | p = dataOut.data_param[f,:,heightindex] | |
| 1144 | # p = numpy.array([ 89.343967,0.14036615,0.17086219,18.89835291,1.58388365,1.55099167]) |
|
1145 | # p = numpy.array([ 89.343967,0.14036615,0.17086219,18.89835291,1.58388365,1.55099167]) | |
| 1145 | fitLineAux = dataOut.library.modelFunction(p, constants)*nProfiles |
|
1146 | fitLineAux = dataOut.library.modelFunction(p, constants)*nProfiles | |
| 1146 | fitLineAux = fitLineAux.reshape((nChannels,nProfiles)) |
|
1147 | fitLineAux = fitLineAux.reshape((nChannels,nProfiles)) | |
| 1147 | spcFitLine[groupChann,:] = fitLineAux |
|
1148 | spcFitLine[groupChann,:] = fitLineAux | |
| 1148 | # spcFitLine = spcFitLine/factor |
|
1149 | # spcFitLine = spcFitLine/factor | |
| 1149 |
|
1150 | |||
| 1150 | z = z[listChannels,:] |
|
1151 | z = z[listChannels,:] | |
| 1151 | spcFitLine = spcFitLine[listChannels,:] |
|
1152 | spcFitLine = spcFitLine[listChannels,:] | |
| 1152 | spcFitLinedB = 10*numpy.log10(spcFitLine) |
|
1153 | spcFitLinedB = 10*numpy.log10(spcFitLine) | |
| 1153 |
|
1154 | |||
| 1154 | zdB = 10*numpy.log10(z) |
|
1155 | zdB = 10*numpy.log10(z) | |
| 1155 | #thisDatetime = dataOut.datatime |
|
1156 | #thisDatetime = dataOut.datatime | |
| 1156 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
1157 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 1157 | title = wintitle + " Doppler Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
1158 | title = wintitle + " Doppler Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 1158 | xlabel = "Velocity (m/s)" |
|
1159 | xlabel = "Velocity (m/s)" | |
| 1159 | ylabel = "Spectrum" |
|
1160 | ylabel = "Spectrum" | |
| 1160 |
|
1161 | |||
| 1161 | if not self.isConfig: |
|
1162 | if not self.isConfig: | |
| 1162 |
|
1163 | |||
| 1163 | nplots = listChannels.size |
|
1164 | nplots = listChannels.size | |
| 1164 |
|
1165 | |||
| 1165 | self.setup(id=id, |
|
1166 | self.setup(id=id, | |
| 1166 | nplots=nplots, |
|
1167 | nplots=nplots, | |
| 1167 | wintitle=wintitle, |
|
1168 | wintitle=wintitle, | |
| 1168 | showprofile=showprofile, |
|
1169 | showprofile=showprofile, | |
| 1169 | show=show) |
|
1170 | show=show) | |
| 1170 |
|
1171 | |||
| 1171 | if xmin == None: xmin = numpy.nanmin(x) |
|
1172 | if xmin == None: xmin = numpy.nanmin(x) | |
| 1172 | if xmax == None: xmax = numpy.nanmax(x) |
|
1173 | if xmax == None: xmax = numpy.nanmax(x) | |
| 1173 | if ymin == None: ymin = numpy.nanmin(zdB) |
|
1174 | if ymin == None: ymin = numpy.nanmin(zdB) | |
| 1174 | if ymax == None: ymax = numpy.nanmax(zdB)+2 |
|
1175 | if ymax == None: ymax = numpy.nanmax(zdB)+2 | |
| 1175 |
|
1176 | |||
| 1176 | self.isConfig = True |
|
1177 | self.isConfig = True | |
| 1177 |
|
1178 | |||
| 1178 | self.setWinTitle(title) |
|
1179 | self.setWinTitle(title) | |
| 1179 | for i in range(self.nplots): |
|
1180 | for i in range(self.nplots): | |
| 1180 | # title = "Channel %d: %4.2fdB" %(dataOut.channelList[i]+1, noisedB[i]) |
|
1181 | # title = "Channel %d: %4.2fdB" %(dataOut.channelList[i]+1, noisedB[i]) | |
| 1181 | title = "Height %4.1f km\nChannel %d:" %(cutHeight, listChannels[i]) |
|
1182 | title = "Height %4.1f km\nChannel %d:" %(cutHeight, listChannels[i]) | |
| 1182 | axes = self.axesList[i*self.__nsubplots] |
|
1183 | axes = self.axesList[i*self.__nsubplots] | |
| 1183 | if fit == False: |
|
1184 | if fit == False: | |
| 1184 | axes.pline(x, zdB[i,:], |
|
1185 | axes.pline(x, zdB[i,:], | |
| 1185 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, |
|
1186 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, | |
| 1186 | xlabel=xlabel, ylabel=ylabel, title=title |
|
1187 | xlabel=xlabel, ylabel=ylabel, title=title | |
| 1187 | ) |
|
1188 | ) | |
| 1188 | if fit == True: |
|
1189 | if fit == True: | |
| 1189 | fitline=spcFitLinedB[i,:] |
|
1190 | fitline=spcFitLinedB[i,:] | |
| 1190 | y=numpy.vstack([zdB[i,:],fitline] ) |
|
1191 | y=numpy.vstack([zdB[i,:],fitline] ) | |
| 1191 | legendlabels=['Data','Fitting'] |
|
1192 | legendlabels=['Data','Fitting'] | |
| 1192 | axes.pmultilineyaxis(x, y, |
|
1193 | axes.pmultilineyaxis(x, y, | |
| 1193 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, |
|
1194 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, | |
| 1194 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
1195 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 1195 | legendlabels=legendlabels, marker=None, |
|
1196 | legendlabels=legendlabels, marker=None, | |
| 1196 | linestyle='solid', grid='both') |
|
1197 | linestyle='solid', grid='both') | |
| 1197 |
|
1198 | |||
| 1198 | self.draw() |
|
1199 | self.draw() | |
| 1199 |
|
1200 | |||
| 1200 | self.save(figpath=figpath, |
|
1201 | self.save(figpath=figpath, | |
| 1201 | figfile=figfile, |
|
1202 | figfile=figfile, | |
| 1202 | save=save, |
|
1203 | save=save, | |
| 1203 | ftp=ftp, |
|
1204 | ftp=ftp, | |
| 1204 | wr_period=wr_period, |
|
1205 | wr_period=wr_period, | |
| 1205 | thisDatetime=thisDatetime) |
|
1206 | thisDatetime=thisDatetime) | |
| 1206 |
|
1207 | |||
| 1207 |
|
1208 | |||
| 1208 | class EWDriftsPlot(Figure): |
|
1209 | class EWDriftsPlot(Figure): | |
| 1209 |
|
1210 | |||
| 1210 | __isConfig = None |
|
1211 | __isConfig = None | |
| 1211 | __nsubplots = None |
|
1212 | __nsubplots = None | |
| 1212 |
|
1213 | |||
| 1213 | WIDTHPROF = None |
|
1214 | WIDTHPROF = None | |
| 1214 | HEIGHTPROF = None |
|
1215 | HEIGHTPROF = None | |
| 1215 | PREFIX = 'drift' |
|
1216 | PREFIX = 'drift' | |
| 1216 |
|
1217 | |||
| 1217 | def __init__(self): |
|
1218 | def __init__(self): | |
| 1218 |
|
1219 | |||
| 1219 | self.timerange = 2*60*60 |
|
1220 | self.timerange = 2*60*60 | |
| 1220 | self.isConfig = False |
|
1221 | self.isConfig = False | |
| 1221 | self.__nsubplots = 1 |
|
1222 | self.__nsubplots = 1 | |
| 1222 |
|
1223 | |||
| 1223 | self.WIDTH = 800 |
|
1224 | self.WIDTH = 800 | |
| 1224 | self.HEIGHT = 150 |
|
1225 | self.HEIGHT = 150 | |
| 1225 | self.WIDTHPROF = 120 |
|
1226 | self.WIDTHPROF = 120 | |
| 1226 | self.HEIGHTPROF = 0 |
|
1227 | self.HEIGHTPROF = 0 | |
| 1227 | self.counter_imagwr = 0 |
|
1228 | self.counter_imagwr = 0 | |
| 1228 |
|
1229 | |||
| 1229 | self.PLOT_CODE = EWDRIFT_CODE |
|
1230 | self.PLOT_CODE = EWDRIFT_CODE | |
| 1230 |
|
1231 | |||
| 1231 | self.FTP_WEI = None |
|
1232 | self.FTP_WEI = None | |
| 1232 | self.EXP_CODE = None |
|
1233 | self.EXP_CODE = None | |
| 1233 | self.SUB_EXP_CODE = None |
|
1234 | self.SUB_EXP_CODE = None | |
| 1234 | self.PLOT_POS = None |
|
1235 | self.PLOT_POS = None | |
| 1235 | self.tmin = None |
|
1236 | self.tmin = None | |
| 1236 | self.tmax = None |
|
1237 | self.tmax = None | |
| 1237 |
|
1238 | |||
| 1238 | self.xmin = None |
|
1239 | self.xmin = None | |
| 1239 | self.xmax = None |
|
1240 | self.xmax = None | |
| 1240 |
|
1241 | |||
| 1241 | self.figfile = None |
|
1242 | self.figfile = None | |
| 1242 |
|
1243 | |||
| 1243 | def getSubplots(self): |
|
1244 | def getSubplots(self): | |
| 1244 |
|
1245 | |||
| 1245 | ncol = 1 |
|
1246 | ncol = 1 | |
| 1246 | nrow = self.nplots |
|
1247 | nrow = self.nplots | |
| 1247 |
|
1248 | |||
| 1248 | return nrow, ncol |
|
1249 | return nrow, ncol | |
| 1249 |
|
1250 | |||
| 1250 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
1251 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 1251 |
|
1252 | |||
| 1252 | self.__showprofile = showprofile |
|
1253 | self.__showprofile = showprofile | |
| 1253 | self.nplots = nplots |
|
1254 | self.nplots = nplots | |
| 1254 |
|
1255 | |||
| 1255 | ncolspan = 1 |
|
1256 | ncolspan = 1 | |
| 1256 | colspan = 1 |
|
1257 | colspan = 1 | |
| 1257 |
|
1258 | |||
| 1258 | self.createFigure(id = id, |
|
1259 | self.createFigure(id = id, | |
| 1259 | wintitle = wintitle, |
|
1260 | wintitle = wintitle, | |
| 1260 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1261 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1261 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1262 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1262 | show=show) |
|
1263 | show=show) | |
| 1263 |
|
1264 | |||
| 1264 | nrow, ncol = self.getSubplots() |
|
1265 | nrow, ncol = self.getSubplots() | |
| 1265 |
|
1266 | |||
| 1266 | counter = 0 |
|
1267 | counter = 0 | |
| 1267 | for y in range(nrow): |
|
1268 | for y in range(nrow): | |
| 1268 | if counter >= self.nplots: |
|
1269 | if counter >= self.nplots: | |
| 1269 | break |
|
1270 | break | |
| 1270 |
|
1271 | |||
| 1271 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) |
|
1272 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) | |
| 1272 | counter += 1 |
|
1273 | counter += 1 | |
| 1273 |
|
1274 | |||
| 1274 | def run(self, dataOut, id, wintitle="", channelList=None, |
|
1275 | def run(self, dataOut, id, wintitle="", channelList=None, | |
| 1275 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
1276 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 1276 | zmaxVertical = None, zminVertical = None, zmaxZonal = None, zminZonal = None, |
|
1277 | zmaxVertical = None, zminVertical = None, zmaxZonal = None, zminZonal = None, | |
| 1277 | timerange=None, SNRthresh = -numpy.inf, SNRmin = None, SNRmax = None, SNR_1 = False, |
|
1278 | timerange=None, SNRthresh = -numpy.inf, SNRmin = None, SNRmax = None, SNR_1 = False, | |
| 1278 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
1279 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 1279 | server=None, folder=None, username=None, password=None, |
|
1280 | server=None, folder=None, username=None, password=None, | |
| 1280 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
1281 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 1281 | """ |
|
1282 | """ | |
| 1282 |
|
1283 | |||
| 1283 | Input: |
|
1284 | Input: | |
| 1284 | dataOut : |
|
1285 | dataOut : | |
| 1285 | id : |
|
1286 | id : | |
| 1286 | wintitle : |
|
1287 | wintitle : | |
| 1287 | channelList : |
|
1288 | channelList : | |
| 1288 | showProfile : |
|
1289 | showProfile : | |
| 1289 | xmin : None, |
|
1290 | xmin : None, | |
| 1290 | xmax : None, |
|
1291 | xmax : None, | |
| 1291 | ymin : None, |
|
1292 | ymin : None, | |
| 1292 | ymax : None, |
|
1293 | ymax : None, | |
| 1293 | zmin : None, |
|
1294 | zmin : None, | |
| 1294 | zmax : None |
|
1295 | zmax : None | |
| 1295 | """ |
|
1296 | """ | |
| 1296 |
|
1297 | |||
| 1297 | if timerange is not None: |
|
1298 | if timerange is not None: | |
| 1298 | self.timerange = timerange |
|
1299 | self.timerange = timerange | |
| 1299 |
|
1300 | |||
| 1300 | tmin = None |
|
1301 | tmin = None | |
| 1301 | tmax = None |
|
1302 | tmax = None | |
| 1302 |
|
1303 | |||
| 1303 | x = dataOut.getTimeRange1(dataOut.outputInterval) |
|
1304 | x = dataOut.getTimeRange1(dataOut.outputInterval) | |
| 1304 | # y = dataOut.heightList |
|
1305 | # y = dataOut.heightList | |
| 1305 | y = dataOut.heightList |
|
1306 | y = dataOut.heightList | |
| 1306 |
|
1307 | |||
| 1307 | z = dataOut.data_output |
|
1308 | z = dataOut.data_output | |
| 1308 | nplots = z.shape[0] #Number of wind dimensions estimated |
|
1309 | nplots = z.shape[0] #Number of wind dimensions estimated | |
| 1309 | nplotsw = nplots |
|
1310 | nplotsw = nplots | |
| 1310 |
|
1311 | |||
| 1311 | #If there is a SNR function defined |
|
1312 | #If there is a SNR function defined | |
| 1312 | if dataOut.data_SNR is not None: |
|
1313 | if dataOut.data_SNR is not None: | |
| 1313 | nplots += 1 |
|
1314 | nplots += 1 | |
| 1314 | SNR = dataOut.data_SNR |
|
1315 | SNR = dataOut.data_SNR | |
| 1315 |
|
1316 | |||
| 1316 | if SNR_1: |
|
1317 | if SNR_1: | |
| 1317 | SNR += 1 |
|
1318 | SNR += 1 | |
| 1318 |
|
1319 | |||
| 1319 | SNRavg = numpy.average(SNR, axis=0) |
|
1320 | SNRavg = numpy.average(SNR, axis=0) | |
| 1320 |
|
1321 | |||
| 1321 | SNRdB = 10*numpy.log10(SNR) |
|
1322 | SNRdB = 10*numpy.log10(SNR) | |
| 1322 | SNRavgdB = 10*numpy.log10(SNRavg) |
|
1323 | SNRavgdB = 10*numpy.log10(SNRavg) | |
| 1323 |
|
1324 | |||
| 1324 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] |
|
1325 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] | |
| 1325 |
|
1326 | |||
| 1326 | for i in range(nplotsw): |
|
1327 | for i in range(nplotsw): | |
| 1327 | z[i,ind] = numpy.nan |
|
1328 | z[i,ind] = numpy.nan | |
| 1328 |
|
1329 | |||
| 1329 |
|
1330 | |||
| 1330 | showprofile = False |
|
1331 | showprofile = False | |
| 1331 | # thisDatetime = dataOut.datatime |
|
1332 | # thisDatetime = dataOut.datatime | |
| 1332 | thisDatetime = datetime.datetime.utcfromtimestamp(x[1]) |
|
1333 | thisDatetime = datetime.datetime.utcfromtimestamp(x[1]) | |
| 1333 | title = wintitle + " EW Drifts" |
|
1334 | title = wintitle + " EW Drifts" | |
| 1334 | xlabel = "" |
|
1335 | xlabel = "" | |
| 1335 | ylabel = "Height (Km)" |
|
1336 | ylabel = "Height (Km)" | |
| 1336 |
|
1337 | |||
| 1337 | if not self.isConfig: |
|
1338 | if not self.isConfig: | |
| 1338 |
|
1339 | |||
| 1339 | self.setup(id=id, |
|
1340 | self.setup(id=id, | |
| 1340 | nplots=nplots, |
|
1341 | nplots=nplots, | |
| 1341 | wintitle=wintitle, |
|
1342 | wintitle=wintitle, | |
| 1342 | showprofile=showprofile, |
|
1343 | showprofile=showprofile, | |
| 1343 | show=show) |
|
1344 | show=show) | |
| 1344 |
|
1345 | |||
| 1345 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
1346 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 1346 |
|
1347 | |||
| 1347 | if ymin == None: ymin = numpy.nanmin(y) |
|
1348 | if ymin == None: ymin = numpy.nanmin(y) | |
| 1348 | if ymax == None: ymax = numpy.nanmax(y) |
|
1349 | if ymax == None: ymax = numpy.nanmax(y) | |
| 1349 |
|
1350 | |||
| 1350 | if zmaxZonal == None: zmaxZonal = numpy.nanmax(abs(z[0,:])) |
|
1351 | if zmaxZonal == None: zmaxZonal = numpy.nanmax(abs(z[0,:])) | |
| 1351 | if zminZonal == None: zminZonal = -zmaxZonal |
|
1352 | if zminZonal == None: zminZonal = -zmaxZonal | |
| 1352 | if zmaxVertical == None: zmaxVertical = numpy.nanmax(abs(z[1,:])) |
|
1353 | if zmaxVertical == None: zmaxVertical = numpy.nanmax(abs(z[1,:])) | |
| 1353 | if zminVertical == None: zminVertical = -zmaxVertical |
|
1354 | if zminVertical == None: zminVertical = -zmaxVertical | |
| 1354 |
|
1355 | |||
| 1355 | if dataOut.data_SNR is not None: |
|
1356 | if dataOut.data_SNR is not None: | |
| 1356 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) |
|
1357 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) | |
| 1357 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) |
|
1358 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) | |
| 1358 |
|
1359 | |||
| 1359 | self.FTP_WEI = ftp_wei |
|
1360 | self.FTP_WEI = ftp_wei | |
| 1360 | self.EXP_CODE = exp_code |
|
1361 | self.EXP_CODE = exp_code | |
| 1361 | self.SUB_EXP_CODE = sub_exp_code |
|
1362 | self.SUB_EXP_CODE = sub_exp_code | |
| 1362 | self.PLOT_POS = plot_pos |
|
1363 | self.PLOT_POS = plot_pos | |
| 1363 |
|
1364 | |||
| 1364 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1365 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1365 | self.isConfig = True |
|
1366 | self.isConfig = True | |
| 1366 |
|
1367 | |||
| 1367 |
|
1368 | |||
| 1368 | self.setWinTitle(title) |
|
1369 | self.setWinTitle(title) | |
| 1369 |
|
1370 | |||
| 1370 | if ((self.xmax - x[1]) < (x[1]-x[0])): |
|
1371 | if ((self.xmax - x[1]) < (x[1]-x[0])): | |
| 1371 | x[1] = self.xmax |
|
1372 | x[1] = self.xmax | |
| 1372 |
|
1373 | |||
| 1373 | strWind = ['Zonal','Vertical'] |
|
1374 | strWind = ['Zonal','Vertical'] | |
| 1374 | strCb = 'Velocity (m/s)' |
|
1375 | strCb = 'Velocity (m/s)' | |
| 1375 | zmaxVector = [zmaxZonal, zmaxVertical] |
|
1376 | zmaxVector = [zmaxZonal, zmaxVertical] | |
| 1376 | zminVector = [zminZonal, zminVertical] |
|
1377 | zminVector = [zminZonal, zminVertical] | |
| 1377 |
|
1378 | |||
| 1378 | for i in range(nplotsw): |
|
1379 | for i in range(nplotsw): | |
| 1379 |
|
1380 | |||
| 1380 | title = "%s Drifts: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1381 | title = "%s Drifts: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1381 | axes = self.axesList[i*self.__nsubplots] |
|
1382 | axes = self.axesList[i*self.__nsubplots] | |
| 1382 |
|
1383 | |||
| 1383 | z1 = z[i,:].reshape((1,-1)) |
|
1384 | z1 = z[i,:].reshape((1,-1)) | |
| 1384 |
|
1385 | |||
| 1385 | axes.pcolorbuffer(x, y, z1, |
|
1386 | axes.pcolorbuffer(x, y, z1, | |
| 1386 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], |
|
1387 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], | |
| 1387 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
1388 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 1388 | ticksize=9, cblabel=strCb, cbsize="1%", colormap="RdBu_r") |
|
1389 | ticksize=9, cblabel=strCb, cbsize="1%", colormap="RdBu_r") | |
| 1389 |
|
1390 | |||
| 1390 | if dataOut.data_SNR is not None: |
|
1391 | if dataOut.data_SNR is not None: | |
| 1391 | i += 1 |
|
1392 | i += 1 | |
| 1392 | if SNR_1: |
|
1393 | if SNR_1: | |
| 1393 | title = "Signal Noise Ratio + 1 (SNR+1): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1394 | title = "Signal Noise Ratio + 1 (SNR+1): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1394 | else: |
|
1395 | else: | |
| 1395 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1396 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1396 | axes = self.axesList[i*self.__nsubplots] |
|
1397 | axes = self.axesList[i*self.__nsubplots] | |
| 1397 | SNRavgdB = SNRavgdB.reshape((1,-1)) |
|
1398 | SNRavgdB = SNRavgdB.reshape((1,-1)) | |
| 1398 |
|
1399 | |||
| 1399 | axes.pcolorbuffer(x, y, SNRavgdB, |
|
1400 | axes.pcolorbuffer(x, y, SNRavgdB, | |
| 1400 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
1401 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 1401 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
1402 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 1402 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") |
|
1403 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") | |
| 1403 |
|
1404 | |||
| 1404 | self.draw() |
|
1405 | self.draw() | |
| 1405 |
|
1406 | |||
| 1406 | if x[1] >= self.axesList[0].xmax: |
|
1407 | if x[1] >= self.axesList[0].xmax: | |
| 1407 | self.counter_imagwr = wr_period |
|
1408 | self.counter_imagwr = wr_period | |
| 1408 | self.isConfig = False |
|
1409 | self.isConfig = False | |
| 1409 | self.figfile = None |
|
1410 | self.figfile = None | |
| 1410 |
|
1411 | |||
| 1411 |
|
1412 | |||
| 1412 |
|
1413 | |||
| 1413 |
|
1414 | |||
| 1414 | class PhasePlot(Figure): |
|
1415 | class PhasePlot(Figure): | |
| 1415 |
|
1416 | |||
| 1416 | __isConfig = None |
|
1417 | __isConfig = None | |
| 1417 | __nsubplots = None |
|
1418 | __nsubplots = None | |
| 1418 |
|
1419 | |||
| 1419 | PREFIX = 'mphase' |
|
1420 | PREFIX = 'mphase' | |
| 1420 |
|
1421 | |||
| 1421 | def __init__(self): |
|
1422 | def __init__(self): | |
| 1422 |
|
1423 | |||
| 1423 | self.timerange = 24*60*60 |
|
1424 | self.timerange = 24*60*60 | |
| 1424 | self.isConfig = False |
|
1425 | self.isConfig = False | |
| 1425 | self.__nsubplots = 1 |
|
1426 | self.__nsubplots = 1 | |
| 1426 | self.counter_imagwr = 0 |
|
1427 | self.counter_imagwr = 0 | |
| 1427 | self.WIDTH = 600 |
|
1428 | self.WIDTH = 600 | |
| 1428 | self.HEIGHT = 300 |
|
1429 | self.HEIGHT = 300 | |
| 1429 | self.WIDTHPROF = 120 |
|
1430 | self.WIDTHPROF = 120 | |
| 1430 | self.HEIGHTPROF = 0 |
|
1431 | self.HEIGHTPROF = 0 | |
| 1431 | self.xdata = None |
|
1432 | self.xdata = None | |
| 1432 | self.ydata = None |
|
1433 | self.ydata = None | |
| 1433 |
|
1434 | |||
| 1434 | self.PLOT_CODE = MPHASE_CODE |
|
1435 | self.PLOT_CODE = MPHASE_CODE | |
| 1435 |
|
1436 | |||
| 1436 | self.FTP_WEI = None |
|
1437 | self.FTP_WEI = None | |
| 1437 | self.EXP_CODE = None |
|
1438 | self.EXP_CODE = None | |
| 1438 | self.SUB_EXP_CODE = None |
|
1439 | self.SUB_EXP_CODE = None | |
| 1439 | self.PLOT_POS = None |
|
1440 | self.PLOT_POS = None | |
| 1440 |
|
1441 | |||
| 1441 |
|
1442 | |||
| 1442 | self.filename_phase = None |
|
1443 | self.filename_phase = None | |
| 1443 |
|
1444 | |||
| 1444 | self.figfile = None |
|
1445 | self.figfile = None | |
| 1445 |
|
1446 | |||
| 1446 | def getSubplots(self): |
|
1447 | def getSubplots(self): | |
| 1447 |
|
1448 | |||
| 1448 | ncol = 1 |
|
1449 | ncol = 1 | |
| 1449 | nrow = 1 |
|
1450 | nrow = 1 | |
| 1450 |
|
1451 | |||
| 1451 | return nrow, ncol |
|
1452 | return nrow, ncol | |
| 1452 |
|
1453 | |||
| 1453 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
1454 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 1454 |
|
1455 | |||
| 1455 | self.__showprofile = showprofile |
|
1456 | self.__showprofile = showprofile | |
| 1456 | self.nplots = nplots |
|
1457 | self.nplots = nplots | |
| 1457 |
|
1458 | |||
| 1458 | ncolspan = 7 |
|
1459 | ncolspan = 7 | |
| 1459 | colspan = 6 |
|
1460 | colspan = 6 | |
| 1460 | self.__nsubplots = 2 |
|
1461 | self.__nsubplots = 2 | |
| 1461 |
|
1462 | |||
| 1462 | self.createFigure(id = id, |
|
1463 | self.createFigure(id = id, | |
| 1463 | wintitle = wintitle, |
|
1464 | wintitle = wintitle, | |
| 1464 | widthplot = self.WIDTH+self.WIDTHPROF, |
|
1465 | widthplot = self.WIDTH+self.WIDTHPROF, | |
| 1465 | heightplot = self.HEIGHT+self.HEIGHTPROF, |
|
1466 | heightplot = self.HEIGHT+self.HEIGHTPROF, | |
| 1466 | show=show) |
|
1467 | show=show) | |
| 1467 |
|
1468 | |||
| 1468 | nrow, ncol = self.getSubplots() |
|
1469 | nrow, ncol = self.getSubplots() | |
| 1469 |
|
1470 | |||
| 1470 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) |
|
1471 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) | |
| 1471 |
|
1472 | |||
| 1472 |
|
1473 | |||
| 1473 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', |
|
1474 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', | |
| 1474 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
1475 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 1475 | timerange=None, |
|
1476 | timerange=None, | |
| 1476 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
1477 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1477 | server=None, folder=None, username=None, password=None, |
|
1478 | server=None, folder=None, username=None, password=None, | |
| 1478 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
1479 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 1479 |
|
1480 | |||
| 1480 |
|
1481 | |||
| 1481 | tmin = None |
|
1482 | tmin = None | |
| 1482 | tmax = None |
|
1483 | tmax = None | |
| 1483 | x = dataOut.getTimeRange1(dataOut.outputInterval) |
|
1484 | x = dataOut.getTimeRange1(dataOut.outputInterval) | |
| 1484 | y = dataOut.getHeiRange() |
|
1485 | y = dataOut.getHeiRange() | |
| 1485 |
|
1486 | |||
| 1486 |
|
1487 | |||
| 1487 | #thisDatetime = dataOut.datatime |
|
1488 | #thisDatetime = dataOut.datatime | |
| 1488 |
thisDatetime = datetime.datetime.utcfromtimestamp(dataOut. |
|
1489 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 1489 | title = wintitle + " Phase of Beacon Signal" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
1490 | title = wintitle + " Phase of Beacon Signal" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 1490 | xlabel = "Local Time" |
|
1491 | xlabel = "Local Time" | |
| 1491 | ylabel = "Phase" |
|
1492 | ylabel = "Phase" | |
| 1492 |
|
1493 | |||
| 1493 |
|
1494 | |||
| 1494 | #phase = numpy.zeros((len(pairsIndexList),len(dataOut.beacon_heiIndexList))) |
|
1495 | #phase = numpy.zeros((len(pairsIndexList),len(dataOut.beacon_heiIndexList))) | |
| 1495 | phase_beacon = dataOut.data_output |
|
1496 | phase_beacon = dataOut.data_output | |
| 1496 | update_figfile = False |
|
1497 | update_figfile = False | |
| 1497 |
|
1498 | |||
| 1498 | if not self.isConfig: |
|
1499 | if not self.isConfig: | |
| 1499 |
|
1500 | |||
| 1500 | self.nplots = phase_beacon.size |
|
1501 | self.nplots = phase_beacon.size | |
| 1501 |
|
1502 | |||
| 1502 | self.setup(id=id, |
|
1503 | self.setup(id=id, | |
| 1503 | nplots=self.nplots, |
|
1504 | nplots=self.nplots, | |
| 1504 | wintitle=wintitle, |
|
1505 | wintitle=wintitle, | |
| 1505 | showprofile=showprofile, |
|
1506 | showprofile=showprofile, | |
| 1506 | show=show) |
|
1507 | show=show) | |
| 1507 |
|
1508 | |||
| 1508 | if timerange is not None: |
|
1509 | if timerange is not None: | |
| 1509 | self.timerange = timerange |
|
1510 | self.timerange = timerange | |
| 1510 |
|
1511 | |||
| 1511 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
1512 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 1512 |
|
1513 | |||
| 1513 | if ymin == None: ymin = numpy.nanmin(phase_beacon) - 10.0 |
|
1514 | if ymin == None: ymin = numpy.nanmin(phase_beacon) - 10.0 | |
| 1514 | if ymax == None: ymax = numpy.nanmax(phase_beacon) + 10.0 |
|
1515 | if ymax == None: ymax = numpy.nanmax(phase_beacon) + 10.0 | |
| 1515 |
|
1516 | |||
| 1516 | self.FTP_WEI = ftp_wei |
|
1517 | self.FTP_WEI = ftp_wei | |
| 1517 | self.EXP_CODE = exp_code |
|
1518 | self.EXP_CODE = exp_code | |
| 1518 | self.SUB_EXP_CODE = sub_exp_code |
|
1519 | self.SUB_EXP_CODE = sub_exp_code | |
| 1519 | self.PLOT_POS = plot_pos |
|
1520 | self.PLOT_POS = plot_pos | |
| 1520 |
|
1521 | |||
| 1521 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1522 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1522 | self.isConfig = True |
|
1523 | self.isConfig = True | |
| 1523 | self.figfile = figfile |
|
1524 | self.figfile = figfile | |
| 1524 | self.xdata = numpy.array([]) |
|
1525 | self.xdata = numpy.array([]) | |
| 1525 | self.ydata = numpy.array([]) |
|
1526 | self.ydata = numpy.array([]) | |
| 1526 |
|
1527 | |||
| 1527 | #open file beacon phase |
|
1528 | #open file beacon phase | |
| 1528 | path = '%s%03d' %(self.PREFIX, self.id) |
|
1529 | path = '%s%03d' %(self.PREFIX, self.id) | |
| 1529 | beacon_file = os.path.join(path,'%s.txt'%self.name) |
|
1530 | beacon_file = os.path.join(path,'%s.txt'%self.name) | |
| 1530 | self.filename_phase = os.path.join(figpath,beacon_file) |
|
1531 | self.filename_phase = os.path.join(figpath,beacon_file) | |
| 1531 | update_figfile = True |
|
1532 | update_figfile = True | |
| 1532 |
|
1533 | |||
| 1533 |
|
1534 | |||
| 1534 | #store data beacon phase |
|
1535 | #store data beacon phase | |
| 1535 | #self.save_data(self.filename_phase, phase_beacon, thisDatetime) |
|
1536 | #self.save_data(self.filename_phase, phase_beacon, thisDatetime) | |
| 1536 |
|
1537 | |||
| 1537 | self.setWinTitle(title) |
|
1538 | self.setWinTitle(title) | |
| 1538 |
|
1539 | |||
| 1539 |
|
1540 | |||
| 1540 | title = "Phase Offset %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1541 | title = "Phase Offset %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1541 |
|
1542 | |||
| 1542 | legendlabels = ["phase %d"%(chan) for chan in numpy.arange(self.nplots)] |
|
1543 | legendlabels = ["phase %d"%(chan) for chan in numpy.arange(self.nplots)] | |
| 1543 |
|
1544 | |||
| 1544 | axes = self.axesList[0] |
|
1545 | axes = self.axesList[0] | |
| 1545 |
|
1546 | |||
| 1546 | self.xdata = numpy.hstack((self.xdata, x[0:1])) |
|
1547 | self.xdata = numpy.hstack((self.xdata, x[0:1])) | |
| 1547 |
|
1548 | |||
| 1548 | if len(self.ydata)==0: |
|
1549 | if len(self.ydata)==0: | |
| 1549 | self.ydata = phase_beacon.reshape(-1,1) |
|
1550 | self.ydata = phase_beacon.reshape(-1,1) | |
| 1550 | else: |
|
1551 | else: | |
| 1551 | self.ydata = numpy.hstack((self.ydata, phase_beacon.reshape(-1,1))) |
|
1552 | self.ydata = numpy.hstack((self.ydata, phase_beacon.reshape(-1,1))) | |
| 1552 |
|
1553 | |||
| 1553 |
|
1554 | |||
| 1554 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, |
|
1555 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, | |
| 1555 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, |
|
1556 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, | |
| 1556 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", |
|
1557 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", | |
| 1557 | XAxisAsTime=True, grid='both' |
|
1558 | XAxisAsTime=True, grid='both' | |
| 1558 | ) |
|
1559 | ) | |
| 1559 |
|
1560 | |||
| 1560 | self.draw() |
|
1561 | self.draw() | |
| 1561 |
|
1562 | |||
| 1562 | if dataOut.ltctime >= self.xmax: |
|
|||
| 1563 | self.counter_imagwr = wr_period |
|
|||
| 1564 | self.isConfig = False |
|
|||
| 1565 | update_figfile = True |
|
|||
| 1566 |
|
||||
| 1567 | self.save(figpath=figpath, |
|
1563 | self.save(figpath=figpath, | |
| 1568 |
|
|
1564 | figfile=figfile, | |
| 1569 |
|
|
1565 | save=save, | |
| 1570 |
|
|
1566 | ftp=ftp, | |
| 1571 |
|
|
1567 | wr_period=wr_period, | |
| 1572 |
|
|
1568 | thisDatetime=thisDatetime, | |
| 1573 |
|
|
1569 | update_figfile=update_figfile) | |
| 1574 |
|
1570 | |||
|
|
1571 | if dataOut.ltctime + dataOut.outputInterval >= self.xmax: | |||
|
|
1572 | self.counter_imagwr = wr_period | |||
|
|
1573 | self.isConfig = False | |||
|
|
1574 | update_figfile = True | |||
|
|
1575 | ||||
|
|
1576 | ||||
| 1575 |
|
1577 | |||
| 1576 | class NSMeteorDetection1Plot(Figure): |
|
1578 | class NSMeteorDetection1Plot(Figure): | |
| 1577 |
|
1579 | |||
| 1578 | isConfig = None |
|
1580 | isConfig = None | |
| 1579 | __nsubplots = None |
|
1581 | __nsubplots = None | |
| 1580 |
|
1582 | |||
| 1581 | WIDTHPROF = None |
|
1583 | WIDTHPROF = None | |
| 1582 | HEIGHTPROF = None |
|
1584 | HEIGHTPROF = None | |
| 1583 | PREFIX = 'nsm' |
|
1585 | PREFIX = 'nsm' | |
| 1584 |
|
1586 | |||
| 1585 | zminList = None |
|
1587 | zminList = None | |
| 1586 | zmaxList = None |
|
1588 | zmaxList = None | |
| 1587 | cmapList = None |
|
1589 | cmapList = None | |
| 1588 | titleList = None |
|
1590 | titleList = None | |
| 1589 | nPairs = None |
|
1591 | nPairs = None | |
| 1590 | nChannels = None |
|
1592 | nChannels = None | |
| 1591 | nParam = None |
|
1593 | nParam = None | |
| 1592 |
|
1594 | |||
| 1593 | def __init__(self): |
|
1595 | def __init__(self): | |
| 1594 |
|
1596 | |||
| 1595 | self.isConfig = False |
|
1597 | self.isConfig = False | |
| 1596 | self.__nsubplots = 1 |
|
1598 | self.__nsubplots = 1 | |
| 1597 |
|
1599 | |||
| 1598 | self.WIDTH = 750 |
|
1600 | self.WIDTH = 750 | |
| 1599 | self.HEIGHT = 250 |
|
1601 | self.HEIGHT = 250 | |
| 1600 | self.WIDTHPROF = 120 |
|
1602 | self.WIDTHPROF = 120 | |
| 1601 | self.HEIGHTPROF = 0 |
|
1603 | self.HEIGHTPROF = 0 | |
| 1602 | self.counter_imagwr = 0 |
|
1604 | self.counter_imagwr = 0 | |
| 1603 |
|
1605 | |||
| 1604 | self.PLOT_CODE = SPEC_CODE |
|
1606 | self.PLOT_CODE = SPEC_CODE | |
| 1605 |
|
1607 | |||
| 1606 | self.FTP_WEI = None |
|
1608 | self.FTP_WEI = None | |
| 1607 | self.EXP_CODE = None |
|
1609 | self.EXP_CODE = None | |
| 1608 | self.SUB_EXP_CODE = None |
|
1610 | self.SUB_EXP_CODE = None | |
| 1609 | self.PLOT_POS = None |
|
1611 | self.PLOT_POS = None | |
| 1610 |
|
1612 | |||
| 1611 | self.__xfilter_ena = False |
|
1613 | self.__xfilter_ena = False | |
| 1612 | self.__yfilter_ena = False |
|
1614 | self.__yfilter_ena = False | |
| 1613 |
|
1615 | |||
| 1614 | def getSubplots(self): |
|
1616 | def getSubplots(self): | |
| 1615 |
|
1617 | |||
| 1616 | ncol = 3 |
|
1618 | ncol = 3 | |
| 1617 | nrow = int(numpy.ceil(self.nplots/3.0)) |
|
1619 | nrow = int(numpy.ceil(self.nplots/3.0)) | |
| 1618 |
|
1620 | |||
| 1619 | return nrow, ncol |
|
1621 | return nrow, ncol | |
| 1620 |
|
1622 | |||
| 1621 | def setup(self, id, nplots, wintitle, show=True): |
|
1623 | def setup(self, id, nplots, wintitle, show=True): | |
| 1622 |
|
1624 | |||
| 1623 | self.nplots = nplots |
|
1625 | self.nplots = nplots | |
| 1624 |
|
1626 | |||
| 1625 | ncolspan = 1 |
|
1627 | ncolspan = 1 | |
| 1626 | colspan = 1 |
|
1628 | colspan = 1 | |
| 1627 |
|
1629 | |||
| 1628 | self.createFigure(id = id, |
|
1630 | self.createFigure(id = id, | |
| 1629 | wintitle = wintitle, |
|
1631 | wintitle = wintitle, | |
| 1630 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1632 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1631 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1633 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1632 | show=show) |
|
1634 | show=show) | |
| 1633 |
|
1635 | |||
| 1634 | nrow, ncol = self.getSubplots() |
|
1636 | nrow, ncol = self.getSubplots() | |
| 1635 |
|
1637 | |||
| 1636 | counter = 0 |
|
1638 | counter = 0 | |
| 1637 | for y in range(nrow): |
|
1639 | for y in range(nrow): | |
| 1638 | for x in range(ncol): |
|
1640 | for x in range(ncol): | |
| 1639 |
|
1641 | |||
| 1640 | if counter >= self.nplots: |
|
1642 | if counter >= self.nplots: | |
| 1641 | break |
|
1643 | break | |
| 1642 |
|
1644 | |||
| 1643 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
1645 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 1644 |
|
1646 | |||
| 1645 | counter += 1 |
|
1647 | counter += 1 | |
| 1646 |
|
1648 | |||
| 1647 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, |
|
1649 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, | |
| 1648 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, |
|
1650 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, | |
| 1649 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', |
|
1651 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', | |
| 1650 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
1652 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1651 | server=None, folder=None, username=None, password=None, |
|
1653 | server=None, folder=None, username=None, password=None, | |
| 1652 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, |
|
1654 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, | |
| 1653 | xaxis="frequency"): |
|
1655 | xaxis="frequency"): | |
| 1654 |
|
1656 | |||
| 1655 | """ |
|
1657 | """ | |
| 1656 |
|
1658 | |||
| 1657 | Input: |
|
1659 | Input: | |
| 1658 | dataOut : |
|
1660 | dataOut : | |
| 1659 | id : |
|
1661 | id : | |
| 1660 | wintitle : |
|
1662 | wintitle : | |
| 1661 | channelList : |
|
1663 | channelList : | |
| 1662 | showProfile : |
|
1664 | showProfile : | |
| 1663 | xmin : None, |
|
1665 | xmin : None, | |
| 1664 | xmax : None, |
|
1666 | xmax : None, | |
| 1665 | ymin : None, |
|
1667 | ymin : None, | |
| 1666 | ymax : None, |
|
1668 | ymax : None, | |
| 1667 | zmin : None, |
|
1669 | zmin : None, | |
| 1668 | zmax : None |
|
1670 | zmax : None | |
| 1669 | """ |
|
1671 | """ | |
| 1670 | #SEPARAR EN DOS PLOTS |
|
1672 | #SEPARAR EN DOS PLOTS | |
| 1671 | nParam = dataOut.data_param.shape[1] - 3 |
|
1673 | nParam = dataOut.data_param.shape[1] - 3 | |
| 1672 |
|
1674 | |||
| 1673 | utctime = dataOut.data_param[0,0] |
|
1675 | utctime = dataOut.data_param[0,0] | |
| 1674 | tmet = dataOut.data_param[:,1].astype(int) |
|
1676 | tmet = dataOut.data_param[:,1].astype(int) | |
| 1675 | hmet = dataOut.data_param[:,2].astype(int) |
|
1677 | hmet = dataOut.data_param[:,2].astype(int) | |
| 1676 |
|
1678 | |||
| 1677 | x = dataOut.abscissaList |
|
1679 | x = dataOut.abscissaList | |
| 1678 | y = dataOut.heightList |
|
1680 | y = dataOut.heightList | |
| 1679 |
|
1681 | |||
| 1680 | z = numpy.zeros((nParam, y.size, x.size - 1)) |
|
1682 | z = numpy.zeros((nParam, y.size, x.size - 1)) | |
| 1681 | z[:,:] = numpy.nan |
|
1683 | z[:,:] = numpy.nan | |
| 1682 | z[:,hmet,tmet] = dataOut.data_param[:,3:].T |
|
1684 | z[:,hmet,tmet] = dataOut.data_param[:,3:].T | |
| 1683 | z[0,:,:] = 10*numpy.log10(z[0,:,:]) |
|
1685 | z[0,:,:] = 10*numpy.log10(z[0,:,:]) | |
| 1684 |
|
1686 | |||
| 1685 | xlabel = "Time (s)" |
|
1687 | xlabel = "Time (s)" | |
| 1686 | ylabel = "Range (km)" |
|
1688 | ylabel = "Range (km)" | |
| 1687 |
|
1689 | |||
| 1688 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
1690 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 1689 |
|
1691 | |||
| 1690 | if not self.isConfig: |
|
1692 | if not self.isConfig: | |
| 1691 |
|
1693 | |||
| 1692 | nplots = nParam |
|
1694 | nplots = nParam | |
| 1693 |
|
1695 | |||
| 1694 | self.setup(id=id, |
|
1696 | self.setup(id=id, | |
| 1695 | nplots=nplots, |
|
1697 | nplots=nplots, | |
| 1696 | wintitle=wintitle, |
|
1698 | wintitle=wintitle, | |
| 1697 | show=show) |
|
1699 | show=show) | |
| 1698 |
|
1700 | |||
| 1699 | if xmin is None: xmin = numpy.nanmin(x) |
|
1701 | if xmin is None: xmin = numpy.nanmin(x) | |
| 1700 | if xmax is None: xmax = numpy.nanmax(x) |
|
1702 | if xmax is None: xmax = numpy.nanmax(x) | |
| 1701 | if ymin is None: ymin = numpy.nanmin(y) |
|
1703 | if ymin is None: ymin = numpy.nanmin(y) | |
| 1702 | if ymax is None: ymax = numpy.nanmax(y) |
|
1704 | if ymax is None: ymax = numpy.nanmax(y) | |
| 1703 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) |
|
1705 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) | |
| 1704 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) |
|
1706 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) | |
| 1705 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) |
|
1707 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) | |
| 1706 | if vmin is None: vmin = -vmax |
|
1708 | if vmin is None: vmin = -vmax | |
| 1707 | if wmin is None: wmin = 0 |
|
1709 | if wmin is None: wmin = 0 | |
| 1708 | if wmax is None: wmax = 50 |
|
1710 | if wmax is None: wmax = 50 | |
| 1709 |
|
1711 | |||
| 1710 | pairsList = dataOut.groupList |
|
1712 | pairsList = dataOut.groupList | |
| 1711 | self.nPairs = len(dataOut.groupList) |
|
1713 | self.nPairs = len(dataOut.groupList) | |
| 1712 |
|
1714 | |||
| 1713 | zminList = [SNRmin, vmin, cmin] + [pmin]*self.nPairs |
|
1715 | zminList = [SNRmin, vmin, cmin] + [pmin]*self.nPairs | |
| 1714 | zmaxList = [SNRmax, vmax, cmax] + [pmax]*self.nPairs |
|
1716 | zmaxList = [SNRmax, vmax, cmax] + [pmax]*self.nPairs | |
| 1715 | titleList = ["SNR","Radial Velocity","Coherence"] |
|
1717 | titleList = ["SNR","Radial Velocity","Coherence"] | |
| 1716 | cmapList = ["jet","RdBu_r","jet"] |
|
1718 | cmapList = ["jet","RdBu_r","jet"] | |
| 1717 |
|
1719 | |||
| 1718 | for i in range(self.nPairs): |
|
1720 | for i in range(self.nPairs): | |
| 1719 | strAux1 = "Phase Difference "+ str(pairsList[i][0]) + str(pairsList[i][1]) |
|
1721 | strAux1 = "Phase Difference "+ str(pairsList[i][0]) + str(pairsList[i][1]) | |
| 1720 | titleList = titleList + [strAux1] |
|
1722 | titleList = titleList + [strAux1] | |
| 1721 | cmapList = cmapList + ["RdBu_r"] |
|
1723 | cmapList = cmapList + ["RdBu_r"] | |
| 1722 |
|
1724 | |||
| 1723 | self.zminList = zminList |
|
1725 | self.zminList = zminList | |
| 1724 | self.zmaxList = zmaxList |
|
1726 | self.zmaxList = zmaxList | |
| 1725 | self.cmapList = cmapList |
|
1727 | self.cmapList = cmapList | |
| 1726 | self.titleList = titleList |
|
1728 | self.titleList = titleList | |
| 1727 |
|
1729 | |||
| 1728 | self.FTP_WEI = ftp_wei |
|
1730 | self.FTP_WEI = ftp_wei | |
| 1729 | self.EXP_CODE = exp_code |
|
1731 | self.EXP_CODE = exp_code | |
| 1730 | self.SUB_EXP_CODE = sub_exp_code |
|
1732 | self.SUB_EXP_CODE = sub_exp_code | |
| 1731 | self.PLOT_POS = plot_pos |
|
1733 | self.PLOT_POS = plot_pos | |
| 1732 |
|
1734 | |||
| 1733 | self.isConfig = True |
|
1735 | self.isConfig = True | |
| 1734 |
|
1736 | |||
| 1735 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
1737 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 1736 |
|
1738 | |||
| 1737 | for i in range(nParam): |
|
1739 | for i in range(nParam): | |
| 1738 | title = self.titleList[i] + ": " +str_datetime |
|
1740 | title = self.titleList[i] + ": " +str_datetime | |
| 1739 | axes = self.axesList[i] |
|
1741 | axes = self.axesList[i] | |
| 1740 | axes.pcolor(x, y, z[i,:].T, |
|
1742 | axes.pcolor(x, y, z[i,:].T, | |
| 1741 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], |
|
1743 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], | |
| 1742 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') |
|
1744 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') | |
| 1743 | self.draw() |
|
1745 | self.draw() | |
| 1744 |
|
1746 | |||
| 1745 | if figfile == None: |
|
1747 | if figfile == None: | |
| 1746 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1748 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1747 | name = str_datetime |
|
1749 | name = str_datetime | |
| 1748 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
1750 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 1749 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) |
|
1751 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) | |
| 1750 | figfile = self.getFilename(name) |
|
1752 | figfile = self.getFilename(name) | |
| 1751 |
|
1753 | |||
| 1752 | self.save(figpath=figpath, |
|
1754 | self.save(figpath=figpath, | |
| 1753 | figfile=figfile, |
|
1755 | figfile=figfile, | |
| 1754 | save=save, |
|
1756 | save=save, | |
| 1755 | ftp=ftp, |
|
1757 | ftp=ftp, | |
| 1756 | wr_period=wr_period, |
|
1758 | wr_period=wr_period, | |
| 1757 | thisDatetime=thisDatetime) |
|
1759 | thisDatetime=thisDatetime) | |
| 1758 |
|
1760 | |||
| 1759 |
|
1761 | |||
| 1760 | class NSMeteorDetection2Plot(Figure): |
|
1762 | class NSMeteorDetection2Plot(Figure): | |
| 1761 |
|
1763 | |||
| 1762 | isConfig = None |
|
1764 | isConfig = None | |
| 1763 | __nsubplots = None |
|
1765 | __nsubplots = None | |
| 1764 |
|
1766 | |||
| 1765 | WIDTHPROF = None |
|
1767 | WIDTHPROF = None | |
| 1766 | HEIGHTPROF = None |
|
1768 | HEIGHTPROF = None | |
| 1767 | PREFIX = 'nsm' |
|
1769 | PREFIX = 'nsm' | |
| 1768 |
|
1770 | |||
| 1769 | zminList = None |
|
1771 | zminList = None | |
| 1770 | zmaxList = None |
|
1772 | zmaxList = None | |
| 1771 | cmapList = None |
|
1773 | cmapList = None | |
| 1772 | titleList = None |
|
1774 | titleList = None | |
| 1773 | nPairs = None |
|
1775 | nPairs = None | |
| 1774 | nChannels = None |
|
1776 | nChannels = None | |
| 1775 | nParam = None |
|
1777 | nParam = None | |
| 1776 |
|
1778 | |||
| 1777 | def __init__(self): |
|
1779 | def __init__(self): | |
| 1778 |
|
1780 | |||
| 1779 | self.isConfig = False |
|
1781 | self.isConfig = False | |
| 1780 | self.__nsubplots = 1 |
|
1782 | self.__nsubplots = 1 | |
| 1781 |
|
1783 | |||
| 1782 | self.WIDTH = 750 |
|
1784 | self.WIDTH = 750 | |
| 1783 | self.HEIGHT = 250 |
|
1785 | self.HEIGHT = 250 | |
| 1784 | self.WIDTHPROF = 120 |
|
1786 | self.WIDTHPROF = 120 | |
| 1785 | self.HEIGHTPROF = 0 |
|
1787 | self.HEIGHTPROF = 0 | |
| 1786 | self.counter_imagwr = 0 |
|
1788 | self.counter_imagwr = 0 | |
| 1787 |
|
1789 | |||
| 1788 | self.PLOT_CODE = SPEC_CODE |
|
1790 | self.PLOT_CODE = SPEC_CODE | |
| 1789 |
|
1791 | |||
| 1790 | self.FTP_WEI = None |
|
1792 | self.FTP_WEI = None | |
| 1791 | self.EXP_CODE = None |
|
1793 | self.EXP_CODE = None | |
| 1792 | self.SUB_EXP_CODE = None |
|
1794 | self.SUB_EXP_CODE = None | |
| 1793 | self.PLOT_POS = None |
|
1795 | self.PLOT_POS = None | |
| 1794 |
|
1796 | |||
| 1795 | self.__xfilter_ena = False |
|
1797 | self.__xfilter_ena = False | |
| 1796 | self.__yfilter_ena = False |
|
1798 | self.__yfilter_ena = False | |
| 1797 |
|
1799 | |||
| 1798 | def getSubplots(self): |
|
1800 | def getSubplots(self): | |
| 1799 |
|
1801 | |||
| 1800 | ncol = 3 |
|
1802 | ncol = 3 | |
| 1801 | nrow = int(numpy.ceil(self.nplots/3.0)) |
|
1803 | nrow = int(numpy.ceil(self.nplots/3.0)) | |
| 1802 |
|
1804 | |||
| 1803 | return nrow, ncol |
|
1805 | return nrow, ncol | |
| 1804 |
|
1806 | |||
| 1805 | def setup(self, id, nplots, wintitle, show=True): |
|
1807 | def setup(self, id, nplots, wintitle, show=True): | |
| 1806 |
|
1808 | |||
| 1807 | self.nplots = nplots |
|
1809 | self.nplots = nplots | |
| 1808 |
|
1810 | |||
| 1809 | ncolspan = 1 |
|
1811 | ncolspan = 1 | |
| 1810 | colspan = 1 |
|
1812 | colspan = 1 | |
| 1811 |
|
1813 | |||
| 1812 | self.createFigure(id = id, |
|
1814 | self.createFigure(id = id, | |
| 1813 | wintitle = wintitle, |
|
1815 | wintitle = wintitle, | |
| 1814 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1816 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1815 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1817 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1816 | show=show) |
|
1818 | show=show) | |
| 1817 |
|
1819 | |||
| 1818 | nrow, ncol = self.getSubplots() |
|
1820 | nrow, ncol = self.getSubplots() | |
| 1819 |
|
1821 | |||
| 1820 | counter = 0 |
|
1822 | counter = 0 | |
| 1821 | for y in range(nrow): |
|
1823 | for y in range(nrow): | |
| 1822 | for x in range(ncol): |
|
1824 | for x in range(ncol): | |
| 1823 |
|
1825 | |||
| 1824 | if counter >= self.nplots: |
|
1826 | if counter >= self.nplots: | |
| 1825 | break |
|
1827 | break | |
| 1826 |
|
1828 | |||
| 1827 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
1829 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 1828 |
|
1830 | |||
| 1829 | counter += 1 |
|
1831 | counter += 1 | |
| 1830 |
|
1832 | |||
| 1831 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, |
|
1833 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, | |
| 1832 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, |
|
1834 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, | |
| 1833 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', |
|
1835 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', | |
| 1834 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
1836 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1835 | server=None, folder=None, username=None, password=None, |
|
1837 | server=None, folder=None, username=None, password=None, | |
| 1836 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, |
|
1838 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, | |
| 1837 | xaxis="frequency"): |
|
1839 | xaxis="frequency"): | |
| 1838 |
|
1840 | |||
| 1839 | """ |
|
1841 | """ | |
| 1840 |
|
1842 | |||
| 1841 | Input: |
|
1843 | Input: | |
| 1842 | dataOut : |
|
1844 | dataOut : | |
| 1843 | id : |
|
1845 | id : | |
| 1844 | wintitle : |
|
1846 | wintitle : | |
| 1845 | channelList : |
|
1847 | channelList : | |
| 1846 | showProfile : |
|
1848 | showProfile : | |
| 1847 | xmin : None, |
|
1849 | xmin : None, | |
| 1848 | xmax : None, |
|
1850 | xmax : None, | |
| 1849 | ymin : None, |
|
1851 | ymin : None, | |
| 1850 | ymax : None, |
|
1852 | ymax : None, | |
| 1851 | zmin : None, |
|
1853 | zmin : None, | |
| 1852 | zmax : None |
|
1854 | zmax : None | |
| 1853 | """ |
|
1855 | """ | |
| 1854 | #Rebuild matrix |
|
1856 | #Rebuild matrix | |
| 1855 | utctime = dataOut.data_param[0,0] |
|
1857 | utctime = dataOut.data_param[0,0] | |
| 1856 | cmet = dataOut.data_param[:,1].astype(int) |
|
1858 | cmet = dataOut.data_param[:,1].astype(int) | |
| 1857 | tmet = dataOut.data_param[:,2].astype(int) |
|
1859 | tmet = dataOut.data_param[:,2].astype(int) | |
| 1858 | hmet = dataOut.data_param[:,3].astype(int) |
|
1860 | hmet = dataOut.data_param[:,3].astype(int) | |
| 1859 |
|
1861 | |||
| 1860 | nParam = 3 |
|
1862 | nParam = 3 | |
| 1861 | nChan = len(dataOut.groupList) |
|
1863 | nChan = len(dataOut.groupList) | |
| 1862 | x = dataOut.abscissaList |
|
1864 | x = dataOut.abscissaList | |
| 1863 | y = dataOut.heightList |
|
1865 | y = dataOut.heightList | |
| 1864 |
|
1866 | |||
| 1865 | z = numpy.full((nChan, nParam, y.size, x.size - 1),numpy.nan) |
|
1867 | z = numpy.full((nChan, nParam, y.size, x.size - 1),numpy.nan) | |
| 1866 | z[cmet,:,hmet,tmet] = dataOut.data_param[:,4:] |
|
1868 | z[cmet,:,hmet,tmet] = dataOut.data_param[:,4:] | |
| 1867 | z[:,0,:,:] = 10*numpy.log10(z[:,0,:,:]) #logarithmic scale |
|
1869 | z[:,0,:,:] = 10*numpy.log10(z[:,0,:,:]) #logarithmic scale | |
| 1868 | z = numpy.reshape(z, (nChan*nParam, y.size, x.size-1)) |
|
1870 | z = numpy.reshape(z, (nChan*nParam, y.size, x.size-1)) | |
| 1869 |
|
1871 | |||
| 1870 | xlabel = "Time (s)" |
|
1872 | xlabel = "Time (s)" | |
| 1871 | ylabel = "Range (km)" |
|
1873 | ylabel = "Range (km)" | |
| 1872 |
|
1874 | |||
| 1873 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
1875 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 1874 |
|
1876 | |||
| 1875 | if not self.isConfig: |
|
1877 | if not self.isConfig: | |
| 1876 |
|
1878 | |||
| 1877 | nplots = nParam*nChan |
|
1879 | nplots = nParam*nChan | |
| 1878 |
|
1880 | |||
| 1879 | self.setup(id=id, |
|
1881 | self.setup(id=id, | |
| 1880 | nplots=nplots, |
|
1882 | nplots=nplots, | |
| 1881 | wintitle=wintitle, |
|
1883 | wintitle=wintitle, | |
| 1882 | show=show) |
|
1884 | show=show) | |
| 1883 |
|
1885 | |||
| 1884 | if xmin is None: xmin = numpy.nanmin(x) |
|
1886 | if xmin is None: xmin = numpy.nanmin(x) | |
| 1885 | if xmax is None: xmax = numpy.nanmax(x) |
|
1887 | if xmax is None: xmax = numpy.nanmax(x) | |
| 1886 | if ymin is None: ymin = numpy.nanmin(y) |
|
1888 | if ymin is None: ymin = numpy.nanmin(y) | |
| 1887 | if ymax is None: ymax = numpy.nanmax(y) |
|
1889 | if ymax is None: ymax = numpy.nanmax(y) | |
| 1888 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) |
|
1890 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) | |
| 1889 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) |
|
1891 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) | |
| 1890 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) |
|
1892 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) | |
| 1891 | if vmin is None: vmin = -vmax |
|
1893 | if vmin is None: vmin = -vmax | |
| 1892 | if wmin is None: wmin = 0 |
|
1894 | if wmin is None: wmin = 0 | |
| 1893 | if wmax is None: wmax = 50 |
|
1895 | if wmax is None: wmax = 50 | |
| 1894 |
|
1896 | |||
| 1895 | self.nChannels = nChan |
|
1897 | self.nChannels = nChan | |
| 1896 |
|
1898 | |||
| 1897 | zminList = [] |
|
1899 | zminList = [] | |
| 1898 | zmaxList = [] |
|
1900 | zmaxList = [] | |
| 1899 | titleList = [] |
|
1901 | titleList = [] | |
| 1900 | cmapList = [] |
|
1902 | cmapList = [] | |
| 1901 | for i in range(self.nChannels): |
|
1903 | for i in range(self.nChannels): | |
| 1902 | strAux1 = "SNR Channel "+ str(i) |
|
1904 | strAux1 = "SNR Channel "+ str(i) | |
| 1903 | strAux2 = "Radial Velocity Channel "+ str(i) |
|
1905 | strAux2 = "Radial Velocity Channel "+ str(i) | |
| 1904 | strAux3 = "Spectral Width Channel "+ str(i) |
|
1906 | strAux3 = "Spectral Width Channel "+ str(i) | |
| 1905 |
|
1907 | |||
| 1906 | titleList = titleList + [strAux1,strAux2,strAux3] |
|
1908 | titleList = titleList + [strAux1,strAux2,strAux3] | |
| 1907 | cmapList = cmapList + ["jet","RdBu_r","jet"] |
|
1909 | cmapList = cmapList + ["jet","RdBu_r","jet"] | |
| 1908 | zminList = zminList + [SNRmin,vmin,wmin] |
|
1910 | zminList = zminList + [SNRmin,vmin,wmin] | |
| 1909 | zmaxList = zmaxList + [SNRmax,vmax,wmax] |
|
1911 | zmaxList = zmaxList + [SNRmax,vmax,wmax] | |
| 1910 |
|
1912 | |||
| 1911 | self.zminList = zminList |
|
1913 | self.zminList = zminList | |
| 1912 | self.zmaxList = zmaxList |
|
1914 | self.zmaxList = zmaxList | |
| 1913 | self.cmapList = cmapList |
|
1915 | self.cmapList = cmapList | |
| 1914 | self.titleList = titleList |
|
1916 | self.titleList = titleList | |
| 1915 |
|
1917 | |||
| 1916 | self.FTP_WEI = ftp_wei |
|
1918 | self.FTP_WEI = ftp_wei | |
| 1917 | self.EXP_CODE = exp_code |
|
1919 | self.EXP_CODE = exp_code | |
| 1918 | self.SUB_EXP_CODE = sub_exp_code |
|
1920 | self.SUB_EXP_CODE = sub_exp_code | |
| 1919 | self.PLOT_POS = plot_pos |
|
1921 | self.PLOT_POS = plot_pos | |
| 1920 |
|
1922 | |||
| 1921 | self.isConfig = True |
|
1923 | self.isConfig = True | |
| 1922 |
|
1924 | |||
| 1923 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
1925 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 1924 |
|
1926 | |||
| 1925 | for i in range(self.nplots): |
|
1927 | for i in range(self.nplots): | |
| 1926 | title = self.titleList[i] + ": " +str_datetime |
|
1928 | title = self.titleList[i] + ": " +str_datetime | |
| 1927 | axes = self.axesList[i] |
|
1929 | axes = self.axesList[i] | |
| 1928 | axes.pcolor(x, y, z[i,:].T, |
|
1930 | axes.pcolor(x, y, z[i,:].T, | |
| 1929 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], |
|
1931 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], | |
| 1930 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') |
|
1932 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') | |
| 1931 | self.draw() |
|
1933 | self.draw() | |
| 1932 |
|
1934 | |||
| 1933 | if figfile == None: |
|
1935 | if figfile == None: | |
| 1934 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1936 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1935 | name = str_datetime |
|
1937 | name = str_datetime | |
| 1936 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
1938 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 1937 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) |
|
1939 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) | |
| 1938 | figfile = self.getFilename(name) |
|
1940 | figfile = self.getFilename(name) | |
| 1939 |
|
1941 | |||
| 1940 | self.save(figpath=figpath, |
|
1942 | self.save(figpath=figpath, | |
| 1941 | figfile=figfile, |
|
1943 | figfile=figfile, | |
| 1942 | save=save, |
|
1944 | save=save, | |
| 1943 | ftp=ftp, |
|
1945 | ftp=ftp, | |
| 1944 | wr_period=wr_period, |
|
1946 | wr_period=wr_period, | |
| 1945 | thisDatetime=thisDatetime) |
|
1947 | thisDatetime=thisDatetime) | |
| 1946 |
|
1948 | |||
| 1947 |
|
1949 | |||
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